Supplementary Material for "Sonification for Exploratory Data Analysis"

Hermann T (2002)
Bielefeld University.

Datenpublikation
 
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OA Sound example for 8.1 Data Sonograms: DSiris2a
OA Sound example for 8.1 Data Sonograms: DSiris2b
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DOI
Creator
Hermann, ThomasUniBi
Einrichtung
Technische Fakultät > AG Neuroinformatik
Center of Excellence - Cognitive Interaction Technology CITEC
Abstract / Bemerkung
### Sonification for Exploratory Data Analysis #### Chapter 8: Sonification Models In Chapter 8 of the thesis, 6 sonification models are presented to give some examples for the framework of Model-Based Sonification, developed in Chapter 7. Sonification models determine the rendering of the sonification and possible interactions. The "model in mind" helps the user to interprete the sound with respect to the data. ##### **8.1 Data Sonograms** Data Sonograms use spherical expanding shock waves to excite linear oscillators which are represented by point masses in model space. * Table 8.2, page 87: Sound examples for Data Sonograms
File:
 Iris dataset: started in plot (a) at S0    (b) at S1   (c) at S2
10d noisy circle dataset: started in plot (c) at S0 (mean) (d) at S1 (edge)
10d Gaussian: plot (d) started at S0
3 clusters: Example 1
3 clusters: invisible columns used as output variables: Example 2
Description:
 Data Sonogram Sound examples for synthetic datasets and the Iris dataset
Duration:
 about 5 s
##### **8.2 Particle Trajectory Sonification Model** This sonification model explores features of a data distribution by computing the trajectories of test particles which are injected into model space and move according to Newton's laws of motion in a potential given by the dataset. * Sound example: page 93, [PTSM-Ex-1](https://pub.uni-bielefeld.de/download/2920448/2920459/trj_singleparticle.mp3) Audification of 1 particle in the potential of phi(x). * Sound example: page 93, [PTSM-Ex-2](https://pub.uni-bielefeld.de/download/2920448/2920460/trj_seq1_15_2clust.mp3) Audification of a sequence of 15 particles in the potential of a dataset with 2 clusters. * Sound example: page 94, [PTSM-Ex-3](https://pub.uni-bielefeld.de/download/2920448/2920461/traj_25_1_2cl.mp3) Audification of 25 particles simultaneous in a potential of a dataset with 2 clusters. * Sound example: page 94, [PTSM-Ex-4](https://pub.uni-bielefeld.de/download/2920448/2920462/traj_25_1_1cl.mp3) Audification of 25 particles simultaneous in a potential of a dataset with 1 cluster. * Sound example: page 95, [PTSM-Ex-5](https://pub.uni-bielefeld.de/download/2920448/2920463/PTSM-Ex-5-3clusters.mp3) sigma-step sequence for a mixture of three Gaussian clusters * Sound example: page 95, [PTSM-Ex-6](https://pub.uni-bielefeld.de/download/2920448/2920464/PTSM-Ex-6-1Gaussian.mp3) sigma-step sequence for a Gaussian cluster * Sound example: page 96, [PTSM-Iris-1](https://pub.uni-bielefeld.de/download/2920448/2920465/PTSM-ExIris.mp3) Sonification for the Iris Dataset with 20 particles per step. * Sound example: page 96, [PTSM-Iris-2](https://pub.uni-bielefeld.de/download/2920448/2920466/PTSM-ExIris3P.mp3) Sonification for the Iris Dataset with 3 particles per step. * Sound example: page 96, [PTSM-Tetra-1](https://pub.uni-bielefeld.de/download/2920448/2920467/PTSM-ExTetra4D.mp3) Sonification for a 4d tetrahedron clusters dataset. ##### **8.3 Markov chain Monte Carlo Sonification** The McMC Sonification Model defines a exploratory process in the domain of a given density p such that the acoustic representation summarizes features of p, particularly concerning the modes of p by sound. * Sound Example: page 105, [MCMC-Ex-1](https://pub.uni-bielefeld.de/download/2920448/2920516/MCMCampl.mp3) McMC Sonification, stabilization of amplitudes. * Sound Example: page 106, [MCMC-Ex-2](https://pub.uni-bielefeld.de/download/2920448/2920517/mcmc_audification_3cl.mp3) Trajectory Audification for 100 McMC steps in 3 cluster dataset * McMC Sonification for Cluster Analysis, dataset with three clusters, page 107 * Stream 1 [MCMC-Ex-3.1](https://pub.uni-bielefeld.de/download/2920448/2920518/E2a_stream1.mp3) * Stream 2 [MCMC-Ex-3.2](https://pub.uni-bielefeld.de/download/2920448/2920519/E2a_stream2.mp3) * Stream 3 [MCMC-Ex-3.3](https://pub.uni-bielefeld.de/download/2920448/2920520/E2a_stream3.mp3) * Mix [MCMC-Ex-3.4](https://pub.uni-bielefeld.de/download/2920448/2920521/E2a_mix.mp3) * McMC Sonification for Cluster Analysis, dataset with three clusters, T =0.002s, page 107 * Stream 1 [MCMC-Ex-4.1 (stream 1)](https://pub.uni-bielefeld.de/download/2920448/2920522/E2b_stream1.mp3) * Stream 2 [MCMC-Ex-4.2 (stream 2)](https://pub.uni-bielefeld.de/download/2920448/2920523/E2b_stream2.mp3) * Stream 3 [MCMC-Ex-4.3 (stream 3)](https://pub.uni-bielefeld.de/download/2920448/2920524/E2b_stream3.mp3) * Mix [MCMC-Ex-4.4](https://pub.uni-bielefeld.de/download/2920448/2920525/E2b_mix.mp3) * McMC Sonification for Cluster Analysis, density with 6 modes, T=0.008s, page 107 * Stream 1 [MCMC-Ex-5.1 (stream 1)](https://pub.uni-bielefeld.de/download/2920448/2920526/E2c_stream1.mp3) * Stream 2 [MCMC-Ex-5.2 (stream 2)](https://pub.uni-bielefeld.de/download/2920448/2920527/E2c_stream2.mp3) * Stream 3 [MCMC-Ex-5.3 (stream 3)](https://pub.uni-bielefeld.de/download/2920448/2920528/E2c_stream3.mp3) * Mix [MCMC-Ex-5.4](https://pub.uni-bielefeld.de/download/2920448/2920529/E2c_mix.mp3) * McMC Sonification for the Iris dataset, page 108 * [MCMC-Ex-6.1](https://pub.uni-bielefeld.de/download/2920448/2920530/mcmc_iris1_bw0p5.mp3) * [MCMC-Ex-6.2](https://pub.uni-bielefeld.de/download/2920448/2920531/mcmc_iris1_bw0p25.mp3) * [MCMC-Ex-6.3](https://pub.uni-bielefeld.de/download/2920448/2920532/mcmc_iris1_bw0.mp3) * [MCMC-Ex-6.4](https://pub.uni-bielefeld.de/download/2920448/2920533/mcmc_iris1_bw-0p25.mp3) * [MCMC-Ex-6.5](https://pub.uni-bielefeld.de/download/2920448/2920534/mcmc_iris1_bw-0p5.mp3) * [MCMC-Ex-6.6](https://pub.uni-bielefeld.de/download/2920448/2920535/mcmc_iris1_bw-0p75.mp3) * [MCMC-Ex-6.7](https://pub.uni-bielefeld.de/download/2920448/2920536/mcmc_iris1_bw-1.mp3) * [MCMC-Ex-6.8](https://pub.uni-bielefeld.de/download/2920448/2920537/mcmc_iris1_bw-1p25.mp3) ##### **8.4 Principal Curve Sonification** Principal Curve Sonification represents data by synthesizing the soundscape while a virtual listener moves along the principal curve of the dataset through the model space. * Noisy Spiral dataset, [PCS-Ex-1.1](https://pub.uni-bielefeld.de/download/2920448/2920588/PCS_Ex-1_1-noisyspiral.mp3) , page 113 * Noisy Spiral dataset with variance modulation [PCS-Ex-1.2](https://pub.uni-bielefeld.de/download/2920448/2920589/PCS_Ex-1_2-noisyspiralmod.mp3) , page 114 * 9d tetrahedron cluster dataset (10 clusters) [PCS-Ex-2](https://pub.uni-bielefeld.de/download/2920448/2920590/PCS_Ex-2-tetra9d.mp3) , page 114 * Iris dataset, class label used as pitch of auditory grains [PCS-Ex-3](https://pub.uni-bielefeld.de/download/2920448/2920591/PCS_Ex-3-iris.mp3) , page 114 ##### **8.5 Data Crystallization Sonification Model** * Table 8.6, page 122: Sound examples for Crystallization Sonification for 5d Gaussian distribution
File:
 DCS started at center, in tail,  from far outside
Description:
 DCS for dataset sampled from  N{0, I_5} excited at different locations
Duration:
 1.4 s
* Mixture of 2 Gaussians, page 122 * DCS started at point A [DCS-Ex1A](https://pub.uni-bielefeld.de/download/2920448/2920595/Ex2gs_1.mp3) * DCS started at point B [DCS-Ex1B](https://pub.uni-bielefeld.de/download/2920448/2920596/Ex2gs_2.mp3) * Table 8.7, page 124: Sound examples for DCS on variation of the harmonics factor
File:
 h_omega =  1,  2,   3,  4,   5,  6
Description:
 DCS for a mixture of two Gaussians with varying harmonics factor
Duration:
 1.4 s
* Table 8.8, page 124: Sound examples for DCS on variation of the energy decay time
File:
 tau_(1/2) =   0.001,  0.005,   0.01,  0.05,   0.1,  0.2
Description:
 DCS for a mixture of two Gaussians varying the energy decay time tau_(1/2)
Duration:
 1.4 s
* Table 8.9, page 125: Sound examples for DCS on variation of the sonification time
File:
 T = 0.2,  0.5, 1,  2, 4,  8
Description:
 DCS for a mixture of two Gaussians on varying the duration T
Duration:
 0.2s -- 8s
* Table 8.10, page 125: Sound examples for DCS on variation of model space dimension
File:
 selected columns of the dataset: (x0) (x0,x1)  (x0,...,x2)  (x0,...,x3)  (x0,...,x4)  (x0,...,x5)
Description: DCS for a mixture of two Gaussians varying the dimension
Duration:
 1.4 s
* Table 8.11, page 126: Sound examples for DCS for different excitation locations
File:
 starting point:  C0, C1, C2
Description: DCS for a mixture of three Gaussians in 10d space with different rank(S) = {2,4,8}
Duration:
 1.9 s
* Table 8.12, page 126: Sound examples for DCS for the mixture of a 2d distribution and a 5d cluster
File:
 condensation nucleus in (x0,x1)-plane at: (-6,0)=C1,  (-3,0)=C2,   ( 0,0)=C0
Description:
 DCS for a mixture of a uniform 2d and a 5d Gaussian
Duration:
 2.16 s
* Table 8.13, page 127: Sound examples for DCS for the cancer dataset
File:
 condensation nucleus in (x0,x1)-plane at:  benign 1, benign 2
malignant 1, malignant 2
Description:
 DCS for a mixture of a uniform 2d and a 5d Gaussian
Duration:
 2.16 s
##### **8.6 Growing Neural Gas Sonification** * Table 8.14, page 133: Sound examples for GNGS Probing
File:
 Cluster C0 (2d): a, b, c
Cluster C1 (4d): a, b, c
Cluster C2 (8d): a, b, c
Description:
 GNGS for a mixture of 3 Gaussians in 10d space
Duration:
 1 s
* Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
File:
 (a) GNG with 3 neurons 1, 2
(b) GNG with 20 neurons end, middle, inner end
(c) GNG with 45 neurons outer end, middle, close to inner end, at inner end
(d) GNG with 150 neurons outer end, in the middle, inner end
(e) GNG with 20 neurons outer end, in the middle, inner end
(f) GNG with 45 neurons outer end, in the middle, inner end
Description:
 GNG probing sonification for 2d noisy spiral dataset
Duration:
 1 s
* Table 8.16, page 136: Sound examples for GNG Process Monitoring Sonification for different data distributions
File:
 Noisy spiral with 1 rotation:  sound
Noisy spiral with 2 rotations: sound
Gaussian in 5d: sound
Mixture of 5d and 2d distributions:  sound
Description:
 GNG process sonification examples
Duration:
 5 s
#### Chapter 9: Extensions #### In this chapter, two extensions for Parameter Mapping Sonification are introduced. The first is the Auditory Legend, which provides the limits and an average sonification for the attributes of an instrument. The second is Multidimensional Perceptual Scaling, a technique to combine MDS and PCA in such a way that sonifications are obtained that reveal groupings in the data without the need for extensive parameter tuning. ##### **9.1: Auditory Legends for Parameter Mapping Sonification** * Table 9.1, page 140: Sound examples for Auditory Legends and Sonic Scatter Plots
File:
 Iris dataset: 
raw sonification, with frame markers, Auditory Legend
 Cancer dataset: 
raw sonification, with frame markers, Auditory Legend
Description:
 Auditory Legend, Frame and Tick marks
Duration:
  
##### **9.2: Multi-dimensional Perceptual Scaling** * Table 9.2, page 142: Sound examples for MPS Sonifications
File:
 FM instrument: Auditory Legend
Iris Dataset: MPS (PCA), MPS (MDS/PCA)
Cancer dataset: MPS (PCA), MPS (MDS/PCA)
7d tetrahedron: MPS (PCA), MPS (MDS/PCA)
10d noisy circle: MPS (PCA), MPS (MDS/PCA) 
Description:
 MPS Sonification using MDS and PCA
Duration:
  
##### Chapter 10: Applications #### In this chapter, sonification is applied in 3 domains.  Two of them are concerned with the analysis of data which is ordered in time. Sonification is here devoloped to assist the monitoring of dynamical features. The third application is concerned with identification and comparison of high-dimensional patterns.  Here sonifications are developed that allow a user to interact with an auditory map by browsing elements of a visual display to query an auditory presentation. ##### **10.1 Sonification of Psychotherapeutic Sessions** * Sound example, page 146, Marker for abstract words:   cymbal * Sound example, page 146, Marker for emptional words:  claves. * Table 10.1, page 146: Sound examples for Session Transcript Monitor Sonification
File:
 Session 11, Session 12, Session 24, Session 26
Description:
 Monitoring Session Transcripts
Duration:
 15 s
  • * Table 10.2, page 147: Sound examples for Cycle Sonifications using AIB streams for the attributes abstract, emotion and CRA.
File:
 Session 12 (10 s), Session 24 (10 s), 
Session 12 (5 s),   Session 24 (5 s)
Description:
 AIB sonification of session transcripts for Session 12,24
Duration:
 10 s, resp. 5 s

 
  • * Table 10.3, page 149: Sound examples for Cycle Sonification using AIB streams and spoken markers.
File:
 Session 11, Session 12, Session 24, Session 26
Description:
 AIB sonification of session transcripts using speech marker
Duration:
 10 s

  ##### **10.2 Sonification for EEG Data Analysis** * Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File:
S1 EEGr
Fp1,  T5,  Fp1/T5
S1 speech
Fp1,  T5,  Fp1/T5
S1 pseudo speech
S2 EEGr
Fp1,  T5,  Fp1/T5
S2 speech
Fp1,  T5,  Fp1/T5
S2 pseudo speech
S3 EEGr
Fp1,  T5,  Fp1/T5
S3 speech
Fp1,  T5,  Fp1/T5
S3 pseudo speech
Description:
 Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Duration:
 1 s
* Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions  pseudo speech and speech with a short gap in between (2.5 s in real-time).
File:
 delta=0.4, [0-30Hz], left T3,T5, right T4,T6
  S1  S2  S3  S4  S5  S6
delta=0, [0-30Hz], left T3,T5, right T4,T6
  S1  S2  S3  S4  S5  S6
delta=0, [0-30Hz], 
left: F7,F3,T3,C3,T5,P3, right: F4,F8,C4,T4,T6
  S1  S2  S3  S4  S5  S6
Description:
 Spectral Mapping Sonification of EEG data
Duration:
 4 s

* Table 10.6, page 154: Sound examples for Distance Matrix Sonification of spectral vectors. High-pitched loud tones indicate frequency selective couplings of long-range.
File:
 frequency range 8-20 Hz, subjects:  S1  S2  S3  S4  S5  S6
Description:
 Distance Matrix Sonification for concatenated datasets for the pseudospeech and speech condition. A noise burst separates the two parts
Duration:
 5 s
Sound example, page 156: Ex-DiffSon-1 , Differential Sonification for the example shown as spectrogram. * Table 10.7, page 157: Sound examples for Differential Sonifications
File:
 pseudospeech-speech (1s):
  S1, S2, S3, S4, S5, S6
same with higher threshold (1s):
  S1, S2, S3, S4, S5, S6
speech - EEGr (1s):
  S1, S2, S3, S4, S5, S6
pseudospeech-speech (4s):
  S1, S2, S3, S4, S4, S6
Description:
 Differential Sonification of EEG Data
Duration:
 1 s and 4 s
##### **10.3 Sonification of Multi-Channel Image Data** * Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File:
 Rhythmical:
b1  b2  b3  b4  b5  b6  b7  b8  b9
Harmonical:
b1  b2  b3  b4  b5  b6  b7  b8  b9
Harmonical2:
b1  b2  b3  b4  b5  b6  b7  b8  b9
Melodic: 
b1  b2  b3  b4  b5  b6  b7  b8  b9
Multi-timbral:
b1  b2  b3  b4  b5  b6  b7  b8  b9
Description:
 Marker Pattern Sonifications
Duration:
 1.4 s
Erscheinungsjahr
2002
Copyright und Lizenzen
Open Database License (ODbL) v1.0
Page URI
https://pub.uni-bielefeld.de/record/2920448

Zitieren

Hermann T. Supplementary Material for "Sonification for Exploratory Data Analysis". Bielefeld University; 2002.
Hermann, T. (2002). Supplementary Material for "Sonification for Exploratory Data Analysis". Bielefeld University. doi:10.4119/unibi/2920448
Hermann, Thomas. 2002. Supplementary Material for "Sonification for Exploratory Data Analysis". Bielefeld University.
Hermann, T. (2002). Supplementary Material for "Sonification for Exploratory Data Analysis". Bielefeld University.
Hermann, T., 2002. Supplementary Material for "Sonification for Exploratory Data Analysis", Bielefeld University.
T. Hermann, Supplementary Material for "Sonification for Exploratory Data Analysis", Bielefeld University, 2002.
Hermann, T.: Supplementary Material for "Sonification for Exploratory Data Analysis". Bielefeld University (2002).
Hermann, Thomas. Supplementary Material for "Sonification for Exploratory Data Analysis". Bielefeld University, 2002.
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Volltext(e)
Name
Titel
Sound example for 8.1 Data Sonograms: DSiris1
Beschreibung
Data Sonograms use spherical expanding shock waves to excite linear oscillators which are represented by point masses in model space.
Table 8.2, page 87: Sound examples for Data Sonograms
Iris dataset: started in plot (a) at S0
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ed4b0c487f0c9e2e4c662891d8ee77b0
Name
Titel
Sound example for 8.1 Data Sonograms: DSiris2a
Beschreibung
Data Sonograms use spherical expanding shock waves to excite linear oscillators which are represented by point masses in model space.
Table 8.2, page 87: Sound examples for Data Sonograms
Iris dataset: started in plot (b) at S1
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9fca022cca67e713c21c21ae1b834b69
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Titel
Sound example for 8.1 Data Sonograms: DSiris2b
Beschreibung
Data Sonograms use spherical expanding shock waves to excite linear oscillators which are represented by point masses in model space.
Table 8.2, page 87: Sound examples for Data Sonograms
Iris dataset: started in plot (c) at S2
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cc3cdf3560e3dd99cdd2e25667b21232
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Titel
Sound example for 8.1 Data Sonograms: DScircle_c
Beschreibung
Data Sonograms use spherical expanding shock waves to excite linear oscillators which are represented by point masses in model space.
Table 8.2, page 87: Sound examples for Data Sonograms
10d noisy circle dataset: started in plot (c) at S0 (mean)
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0bc696b6ebaa5df774603a0fe2c7ce62
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Titel
Sound example for 8.1 Data Sonograms: DScircle_e
Beschreibung
Data Sonograms use spherical expanding shock waves to excite linear oscillators which are represented by point masses in model space.
Table 8.2, page 87: Sound examples for Data Sonograms
10d noisy circle dataset: started in plot (d) at S1 (edge)
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ad4220910bafb02061be88528b17574f
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Sound example for 8.1 Data Sonograms: DSgauss10d
Beschreibung
Data Sonograms use spherical expanding shock waves to excite linear oscillators which are represented by point masses in model space.
Table 8.2, page 87: Sound examples for Data Sonograms
10d Gaussian: plot (d) started at S0
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607e79bde9f51fac012493234e5a6223
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Sound example for 8.1 Data Sonograms: DS3cluster1
Beschreibung
Data Sonograms use spherical expanding shock waves to excite linear oscillators which are represented by point masses in model space.
Table 8.2, page 87: Sound examples for Data Sonograms
3 clusters: Example 1
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Sound example for 8.1 Data Sonograms: DS3cluster2
Beschreibung
Data Sonograms use spherical expanding shock waves to excite linear oscillators which are represented by point masses in model space.
Table 8.2, page 87: Sound examples for Data Sonograms
3 clusters: invisible columns used as output variables: Example 2
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f92b2b633052f4ec52b7dcacbba8f587
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Sound example for 8.2 Particle Trajectory Sonification Model: PTSM-Ex-1
Beschreibung
page 93, PTSM-Ex-1 Audification of 1 particle in the potential of phi(x).
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a744acef4890d7fc36e17ec99639f160
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Sound example for 8.2 Particle Trajectory Sonification Model: PTSM-Ex-2
Beschreibung
page 93, PTSM-Ex-2 Audification of a sequence of 15 particles in the potential of a dataset with 2 clusters.
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Sound example for 8.2 Particle Trajectory Sonification Model: PTSM-Ex-3
Beschreibung
page 94, PTSM-Ex-3 Audification of 25 particles simultaneous in a potential of a dataset with 2 clusters.
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Sound example for 8.2 Particle Trajectory Sonification Model: PTSM-Ex-4
Beschreibung
page 94, PTSM-Ex-4 Audification of 25 particles simultaneous in a potential of a dataset with 1 cluster.
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43511ed4cf368a9d54124fea63bce70d
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Sound example for 8.2 Particle Trajectory Sonification Model: PTSM-Ex-5
Beschreibung
page 95, PTSM-Ex-5 sigma-step sequence for a mixture of three Gaussian clusters
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Sound example for 8.2 Particle Trajectory Sonification Model: PTSM-Ex-6
Beschreibung
page 95, PTSM-Ex-6 sigma-step sequence for a Gaussian cluster
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Sound example for 8.2 Particle Trajectory Sonification Model: PTSM-Iris-1
Beschreibung
page 96, PTSM-Iris-1 Sonification for the Iris Dataset with 20 particles per step.
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Sound example for 8.2 Particle Trajectory Sonification Model: PTSM-Iris-2
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page 96, PTSM-Iris-2 Sonification for the Iris Dataset with 3 particles per step.
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Sound example for 8.2 Particle Trajectory Sonification Model: PTSM-Tetra-1
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page 96, PTSM-Tetra-1 Sonification for a 4d tetrahedron clusters dataset.
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-1
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page 105, MCMC-Ex-1 McMC Sonification, stabilization of amplitudes.
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0b3891045685c34cac2995df09f0500f
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-2
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page 106, MCMC-Ex-2 Trajectory Audification for 100 McMC steps in 3 cluster dataset
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4d732def03729b9b299bbc066759a385
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-3.1
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McMC Sonification for Cluster Analysis, dataset with three clusters, page 107 Stream 1
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f126db8419a2d0030ca390b76577e91e
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-3.2
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McMC Sonification for Cluster Analysis, dataset with three clusters, page 107 Stream 2
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51d6724238998404fc995840a01bf869
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-3.3
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McMC Sonification for Cluster Analysis, dataset with three clusters, page 107 Stream 3
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75fb9666a184c61aee0673c23988cc85
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-3.4
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McMC Sonification for Cluster Analysis, dataset with three clusters, page 107 Mix
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05d2008d8da9ce29e2c43fc46e00dd3e
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-4.1
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McMC Sonification for Cluster Analysis, dataset with three clusters, T =0.002s, page 107 Stream 1
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6e1883b008b2cc3d09d46f912611d844
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-4.2
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McMC Sonification for Cluster Analysis, dataset with three clusters, T =0.002s, page 107 Stream 2
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2019-09-12T10:02:40Z
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f1270ae01728481b0d13a1a241bedbc4
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-4.3
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McMC Sonification for Cluster Analysis, dataset with three clusters, T =0.002s, page 107 Stream 3
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5fb67893c5afe19c62d87d6bdd0cda24
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-4.4
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McMC Sonification for Cluster Analysis, dataset with three clusters, T =0.002s, page 107 Mix
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f3392c2a34b21eabe71a97440f472a2b
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-5.1
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McMC Sonification for Cluster Analysis, density with 6 modes, T=0.008s, page 107 Stream 1
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d0a8d22763762a70a28236b08fdd23bc
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-5.2
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McMC Sonification for Cluster Analysis, density with 6 modes, T=0.008s, page 107 Stream 2
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0d12f5a88f0d71a9776a67f0c94859e4
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-5.3
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McMC Sonification for Cluster Analysis, density with 6 modes, T=0.008s, page 107 Stream 3
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2019-09-12T10:02:40Z
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927a93fc483eaf9836f994cd57895ace
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-5.4
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McMC Sonification for Cluster Analysis, density with 6 modes, T=0.008s, page 107 Mix
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2019-09-12T10:02:40Z
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2ca8768484dac6320df9f2c4bf4a1074
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-6.1
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McMC Sonification for the Iris dataset, page 108
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2019-09-12T10:02:40Z
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8cc9334cb0239ea1d0f81b872e050134
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-6.2
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McMC Sonification for the Iris dataset, page 108
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2019-09-12T10:02:40Z
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07ba7c2b204d905b35f91b8d0120419a
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-6.3
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McMC Sonification for the Iris dataset, page 108
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2019-09-12T10:02:40Z
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3039aac5ea3ea79fbf7950aaf2482eda
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-6.4
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McMC Sonification for the Iris dataset, page 108
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2019-09-12T10:02:40Z
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ec328e6b69dced632bc3851a12450967
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-6.5
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McMC Sonification for the Iris dataset, page 108
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2ec984c7eaa300380d226cc8f422ac4f
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-6.6
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McMC Sonification for the Iris dataset, page 108
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2019-09-12T10:02:40Z
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039a696a0ca033e3dccea644175680b2
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-6.7
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McMC Sonification for the Iris dataset, page 108
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2019-09-12T10:02:40Z
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251238494ed61d6429de5402f0c9a77e
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Sound example for 8.3 Markov chain Monte Carlo Sonification: MCMC-Ex-6.8
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McMC Sonification for the Iris dataset, page 108
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2019-09-12T10:02:40Z
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5fc6f2f0b486c60f94129acc929ce1a5
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Sound example for 8.4 Principal Curve Sonification: PCS-Ex-1.1
Beschreibung
Principal Curve Sonification represents data by synthesizing the soundscape while a virtual listener moves along the principal curve of the dataset through the model space.
Noisy Spiral dataset, PCS-Ex-1.1 , page 113
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2d756466a329b9f0ff2e55108e5fb881
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Sound example for 8.4 Principal Curve Sonification: PCS-Ex-1.2
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Principal Curve Sonification represents data by synthesizing the soundscape while a virtual listener moves along the principal curve of the dataset through the model space.
Noisy Spiral dataset with variance modulation PCS-Ex-1.2 , page 114
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fe4832385c2be729421bc6dfa6187382
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Sound example for 8.4 Principal Curve Sonification: PCS-Ex-2
Beschreibung
Principal Curve Sonification represents data by synthesizing the soundscape while a virtual listener moves along the principal curve of the dataset through the model space.
9d tetrahedron cluster dataset (10 clusters) PCS-Ex-2 , page 114
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d010c7b86dfe28aa14f9a2e75593205f
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Sound example for 8.4 Principal Curve Sonification: PCS-Ex-3
Beschreibung
Principal Curve Sonification represents data by synthesizing the soundscape while a virtual listener moves along the principal curve of the dataset through the model space.
Iris dataset, class label used as pitch of auditory grains PCS-Ex-3 , page 114
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2019-09-12T10:02:40Z
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276f97a5766386a741e9147912898c34
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Sound example for 8.5 Data Crystallization Sonification Model: CS_1gs_1a
Beschreibung
Table 8.6, page 122: Sound examples for Crystallization Sonification for 5d Gaussian distribution
DCS started at center
DCS for dataset sampled from N{0, I_5} excited at different locations
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2019-09-12T10:02:40Z
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9be3384dae3f2d7769cee64180beb5fe
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Sound example for 8.5 Data Crystallization Sonification Model: CS_1gs_1b
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Table 8.6, page 122: Sound examples for Crystallization Sonification for 5d Gaussian distribution
DCS started in tail
DCS for dataset sampled from N{0, I_5} excited at different locations
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2019-09-12T10:02:40Z
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729c888d5f06d7d6b9d68afe6c63374c
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Sound example for 8.5 Data Crystallization Sonification Model: CS_1gs_1c
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Table 8.6, page 122: Sound examples for Crystallization Sonification for 5d Gaussian distribution
DCS started from far outside
DCS for dataset sampled from N{0, I_5} excited at different locations
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2019-09-12T10:02:40Z
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b6024dfdbda9f8fb0a6e91ef949c54db
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_1
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Table 8.7, page 124: Sound examples for DCS on variation of the harmonics factor distribution
h_omega = 1
DCS for a mixture of two Gaussians with varying harmonics factor
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2019-09-12T10:02:40Z
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63fa758108f400f690ace7d6553f800a
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_2
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Mixture of 2 Gaussians, page 122 DCS started at point B: DCS-Ex1B
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2019-09-12T10:02:40Z
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518a719e755bbc5a4b6b3f6792a6feb4
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_3
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Table 8.7, page 124: Sound examples for DCS on variation of the harmonics factor distribution h_omega = 2 DCS for a mixture of two Gaussians with varying harmonics factor
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2019-09-12T10:02:40Z
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d9f1b20ba62a671204af7c0763a0e724
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_4
Beschreibung
Table 8.7, page 124: Sound examples for DCS on variation of the harmonics factor distribution h_omega = 3
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2019-09-12T10:02:40Z
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1d0e00201deef64d28b03fdf65332571
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_5
Beschreibung
Table 8.7, page 124: Sound examples for DCS on variation of the harmonics factor distribution h_omega = 5 DCS for a mixture of two Gaussians with varying harmonics factor
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2019-09-12T10:02:40Z
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3c3d091725b7bd5fffa77a397f4bb8b1
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_6
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Table 8.7, page 124: Sound examples for DCS on variation of the harmonics factor distribution h_omega = 5 DCS for a mixture of two Gaussians with varying harmonics factor
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6c36b5afd25e1c60c4bc18b19d2c5917
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_7
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Table 8.7, page 124: Sound examples for DCS on variation of the harmonics factor distribution h_omega = 6 DCS for a mixture of two Gaussians with varying harmonics factor
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260bb8a485203602e8743f840b67d9fd
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_8
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Table 8.8, page 124: Sound examples for DCS on variation of the energy decay time tau_(1/2) = 0.001 DCS for a mixture of two Gaussians varying the energy decay time tau_(1/2)
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d4e6b65b83098755b54e1d8c35c2cde8
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9.19 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_9
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Table 8.8, page 124: Sound examples for DCS on variation of the energy decay time tau_(1/2) = 0.005 DCS for a mixture of two Gaussians varying the energy decay time tau_(1/2)
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0a308176ca968b9be70e04de51156214
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_10
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Table 8.8, page 124: Sound examples for DCS on variation of the energy decay time tau_(1/2) = 0.01 DCS for a mixture of two Gaussians varying the energy decay time tau_(1/2)
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2019-09-12T10:02:40Z
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f68d4cb22099e6d6c08b1d069d398727
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_11
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Table 8.8, page 124: Sound examples for DCS on variation of the energy decay time tau_(1/2) = 0.05 DCS for a mixture of two Gaussians varying the energy decay time tau_(1/2)
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da57c8ef460a8ef53cf55141a5aee661
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_12
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Table 8.8, page 124: Sound examples for DCS on variation of the energy decay time tau_(1/2) = 0.1 DCS for a mixture of two Gaussians varying the energy decay time tau_(1/2)
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386a5512cc661d7ee22533bd50fcd47c
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_13
Beschreibung
Table 8.8, page 124: Sound examples for DCS on variation of the energy decay time tau_(1/2) = 0.2 DCS for a mixture of two Gaussians varying the energy decay time tau_(1/2)
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2019-09-12T10:02:40Z
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5b1b493e6fcad81f4323bc74b81bf000
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5.64 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_14
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Table 8.9, page 125: Sound examples for DCS on variation of the sonification time T = 0.2 DCS for a mixture of two Gaussians on varying the duration T
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b1e9f69655a14956c539a6956d107375
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8.15 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_15
Beschreibung
Table 8.9, page 125: Sound examples for DCS on variation of the sonification time T = 0.5 DCS for a mixture of two Gaussians on varying the duration T
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02ed4953567502a3d859b46de05a7c39
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_16
Beschreibung
Table 8.9, page 125: Sound examples for DCS on variation of the sonification time T = 1 DCS for a mixture of two Gaussians on varying the duration T
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2019-09-12T10:02:40Z
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1757d9901861cfeec5019bcc2fb77817
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_17
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Table 8.9, page 125: Sound examples for DCS on variation of the sonification time T = 2 DCS for a mixture of two Gaussians on varying the duration T
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2019-09-12T10:02:40Z
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00cfdc4c496863b6a7595eed6c208f2d
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36.15 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_18
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Table 8.9, page 125: Sound examples for DCS on variation of the sonification time T = 4 DCS for a mixture of two Gaussians on varying the duration T
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2019-09-12T10:02:40Z
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dbe16cb58080a793a8a1ea2ab63454d6
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68.13 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_19
Beschreibung
Table 8.9, page 125: Sound examples for DCS on variation of the sonification time T = 8 DCS for a mixture of two Gaussians on varying the duration T
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2019-09-12T10:02:40Z
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8fd1f7f235722cb5ecff26fdbc7f6f6c
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_20
Beschreibung
Table 8.10, page 125: Sound examples for DCS on variation of model space dimension selected columns of the dataset: (x0) DCS for a mixture of two Gaussians varying the dimension
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2019-09-12T10:02:40Z
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621f12a6f1eab09c6a4488049fff419f
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_21
Beschreibung
Table 8.10, page 125: Sound examples for DCS on variation of model space dimension selected columns of the dataset: (x0,x1) DCS for a mixture of two Gaussians varying the dimension
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2019-09-12T10:02:40Z
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3c98dbc89c915075be75e186b6eb0ec6
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_22
Beschreibung
Table 8.10, page 125: Sound examples for DCS on variation of model space dimension selected columns of the dataset: (x0,...,x2) DCS for a mixture of two Gaussians varying the dimension
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2019-09-12T10:02:40Z
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bf3c0b47044ebdc080b2a4c47e142221
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_23
Beschreibung
Table 8.10, page 125: Sound examples for DCS on variation of model space dimension selected columns of the dataset: (x0,...,x3) DCS for a mixture of two Gaussians varying the dimension
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2019-09-12T10:02:40Z
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a718b4de79861be4dd8c4cbd1e576413
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_24
Beschreibung
Table 8.10, page 125: Sound examples for DCS on variation of model space dimension selected columns of the dataset: (x0,...,x4) DCS for a mixture of two Gaussians varying the dimension
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2019-09-12T10:02:40Z
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567b90921334df3138186054ba5d4205
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12.12 KB
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Sound example for 8.5 Data Crystallization Sonification Model: Ex2gs_25
Beschreibung
Table 8.10, page 125: Sound examples for DCS on variation of model space dimension selected columns of the dataset: (x0,...,x5) DCS for a mixture of two Gaussians varying the dimension
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2019-09-12T10:02:40Z
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545b0379aa7784f53085c5040ac3dcc6
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Sound example for 8.5 Data Crystallization Sonification Model: Ex3gs_1
Beschreibung
Table 8.11, page 126: Sound examples for DCS for different excitation locations distribution starting point: C0 DCS for a mixture of three Gaussians in 10d space with different rank(S) = {2,4,8}
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2019-09-12T10:02:40Z
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eacea6c8a8cd34ed3de66bd19c3a3f20
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Titel
Sound example for 8.5 Data Crystallization Sonification Model: Ex3gs_2
Beschreibung
Table 8.11, page 126: Sound examples for DCS for different excitation locations distribution starting point: C1 DCS for a mixture of three Gaussians in 10d space with different rank(S) = {2,4,8}
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2019-09-12T10:02:40Z
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ce0d485b831ac08c30c67627171933b3
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Sound example for 8.5 Data Crystallization Sonification Model: Ex3gs_3
Beschreibung
Table 8.11, page 126: Sound examples for DCS for different excitation locations distribution starting point: C2 DCS for a mixture of three Gaussians in 10d space with different rank(S) = {2,4,8}
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2019-09-12T10:02:40Z
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f3efa1092fe1df265859ffc4a5005c0d
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Sound example for 8.5 Data Crystallization Sonification Model: Ex_saturn_1
Beschreibung
Table 8.12, page 126: Sound examples for DCS for the mixture of a 2d distribution and a 5d cluster condensation nucleus in (x0,x1)-plane at: (-6,0)=C1 DCS for a mixture of a uniform 2d and a 5d Gaussian
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2019-09-12T10:02:40Z
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323b3505e65fd98f511ece5213d34128
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Sound example for 8.5 Data Crystallization Sonification Model: Ex_saturn_2
Beschreibung
Table 8.12, page 126: Sound examples for DCS for the mixture of a 2d distribution and a 5d cluster condensation nucleus in (x0,x1)-plane at: (-3,0)=C2 DCS for a mixture of a uniform 2d and a 5d Gaussian
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2019-09-12T10:02:40Z
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a7db80bc175aaf1e29d5ca028eba1789
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Sound example for 8.5 Data Crystallization Sonification Model: Ex_saturn_3
Beschreibung
Table 8.12, page 126: Sound examples for DCS for the mixture of a 2d distribution and a 5d cluster condensation nucleus in (x0,x1)-plane at: ( 0,0)=C0 DCS for a mixture of a uniform 2d and a 5d Gaussian
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cf8396915a2e0b53565c901b9fa4a496
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Titel
Sound example for 8.5 Data Crystallization Sonification Model: Ex_cancer1
Beschreibung
Table 8.13, page 127: Sound examples for DCS for the cancer dataset condensation nucleus in (x0,x1)-plane at: benign 1 DCS for a mixture of a uniform 2d and a 5d Gaussian
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be2a62aa1f3dd01f5b81103fb2373cba
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Sound example for 8.5 Data Crystallization Sonification Model: Ex_cancer2
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Table 8.13, page 127: Sound examples for DCS for the cancer dataset condensation nucleus in (x0,x1)-plane at: benign 2 DCS for a mixture of a uniform 2d and a 5d Gaussian
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50244eaa578f6aba3497162ce4d10b89
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Sound example for 8.5 Data Crystallization Sonification Model: Ex_cancer3
Beschreibung
Table 8.13, page 127: Sound examples for DCS for the cancer dataset condensation nucleus in (x0,x1)-plane at: malignant 1 DCS for a mixture of a uniform 2d and a 5d Gaussian
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aa897b61a3b030e753abea8a60741994
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Sound example for 8.5 Data Crystallization Sonification Model: Ex_cancer4
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Table 8.13, page 127: Sound examples for DCS for the cancer dataset condensation nucleus in (x0,x1)-plane at: malignant 2 DCS for a mixture of a uniform 2d and a 5d Gaussian
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caa725d58e208eac9636eea469093145
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Sound example for 8.6 Growing Neural Gas Sonification: gng3cl_1a
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Table 8.14, page 133: Sound examples for GNGS Probing Cluster C0 (2d): a GNGS for a mixture of 3 Gaussians in 10d space
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86694d299280e330d4df0857b8291dae
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Sound example for 8.6 Growing Neural Gas Sonification: gng3cl_1b
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Table 8.14, page 133: Sound examples for GNGS Probing Cluster C0 (2d): b GNGS for a mixture of 3 Gaussians in 10d space
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a63e2119d8f69f5e3c576f85ed15836e
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Sound example for 8.6 Growing Neural Gas Sonification: gng3cl_1c
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Table 8.14, page 133: Sound examples for GNGS Probing Cluster C0 (2d): c GNGS for a mixture of 3 Gaussians in 10d space
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42ae3c0b891946e68b85f4e5b6116590
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Sound example for 8.6 Growing Neural Gas Sonification: gng3cl_2a
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Table 8.14, page 133: Sound examples for GNGS Probing Cluster C1 (4d): a GNGS for a mixture of 3 Gaussians in 10d space
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f8877f1363bad93becaca567ed9b1eab
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Sound example for 8.6 Growing Neural Gas Sonification: gng3cl_2b
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Table 8.14, page 133: Sound examples for GNGS Probing Cluster C1 (4d): b GNGS for a mixture of 3 Gaussians in 10d space
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8a10a7a695e0106795ef79b7539ed286
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Sound example for 8.6 Growing Neural Gas Sonification: gng3cl_2c
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Table 8.14, page 133: Sound examples for GNGS Probing Cluster C1 (4d): c GNGS for a mixture of 3 Gaussians in 10d space
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09e057a6cd9c5ea8d7470c9a4e1a54bc
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Sound example for 8.6 Growing Neural Gas Sonification: gng3cl_3a
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Table 8.14, page 133: Sound examples for GNGS Probing Cluster C2 (8d): a GNGS for a mixture of 3 Gaussians in 10d space
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e780f73e333a32681447d26533277ee2
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Sound example for 8.6 Growing Neural Gas Sonification: gng3cl_3b
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Table 8.14, page 133: Sound examples for GNGS Probing Cluster C2 (8d): b GNGS for a mixture of 3 Gaussians in 10d space
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2af4db0fadc43c82dd46e97c49615428
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Sound example for 8.6 Growing Neural Gas Sonification: gng3cl_3c
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Table 8.14, page 133: Sound examples for GNGS Probing Cluster C2 (8d): c GNGS for a mixture of 3 Gaussians in 10d space
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2398f068c117bdf787a6ead8cfa76f1a
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp3N_1
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(a) GNG with 3 neurons 1
GNG probing sonification for 2d noisy spiral dataset
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47112f6be51febf07f4e0c3e9a245691
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp3N_2
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(a) GNG with 3 neurons 2
GNG probing sonification for 2d noisy spiral dataset
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4d553a2e45fa8a6840c8b1457b4f650a
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp20N_1
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(b) GNG with 20 neurons end
GNG probing sonification for 2d noisy spiral dataset
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cd3a37b3f12b125617b1e0fcc0bf471a
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp20N_2
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(b) GNG with 20 neurons middle
GNG probing sonification for 2d noisy spiral dataset
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734ab531883dd976fa570209fd0698ca
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp20N_3
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(b) GNG with 20 neurons inner end
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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f4e1270587e425d0f6ae44ce18d8c757
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp45N_1
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(c) GNG with 45 neurons outer end
GNG probing sonification for 2d noisy spiral dataset
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fd6665d1bbe9fb30b8c35dfe93850b1a
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp45N_2
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(c) GNG with 45 neurons middle
GNG probing sonification for 2d noisy spiral dataset
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e9678bbed6d5e4611da5cb034ddff9bc
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp45N_3
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(c) GNG with 45 neurons close to inner end
GNG probing sonification for 2d noisy spiral dataset
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b02b0a70c2106574b7af1f748f877080
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp45N_4
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(c) GNG with 45 neurons at inner end
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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2d4a5eb7f3036c4dd6ed5c38b5ff1d30
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp150N_1
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(d) GNG with 150 neurons outer end
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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9540df4885b4e4e30aa74464a5f5274e
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp150N_2
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(d) GNG with 150 neurons in the middle
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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529cca979e6b89411899b66628f2dbc7
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp150N_3
Beschreibung
Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(d) GNG with 150 neurons inner end
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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a697c92ff7b624f629fa7ff8f0a5c6be
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp1rot20N_1
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Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(e) GNG with 20 neurons outer end
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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7959cca84d752b5dca5d57106af29b21
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp1rot20N_2
Beschreibung
Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(e) GNG with 20 neurons in the middle
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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ad9ede7c86fdc972cb2a18f79f878484
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp1rot20N_3
Beschreibung
Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(e) GNG with 20 neurons inner end
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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45607ad1e522c12107bb6e1082277922
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp1rot45N_1
Beschreibung
Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(f) GNG with 45 neurons outer end
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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e12289cc59d4f159008a12418821240a
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp1rot45N_2
Beschreibung
Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(f) GNG with 45 neurons in the middle
GNG probing sonification for 2d noisy spiral dataset
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beee982154839ab7115c49f7a1e8edc7
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Sound example for 8.6 Growing Neural Gas Sonification: gng_2sp1rot45N_3
Beschreibung
Table 8.15, page 134: Sound examples for GNGS for the noisy spiral dataset
(f) GNG with 45 neurons inner end
GNG probing sonification for 2d noisy spiral dataset
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2019-09-12T10:02:40Z
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09a1d4fcc5215693558550656fcd4fa9
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Sound example for 8.6 Growing Neural Gas Sonification: GNGProcSpiral2d1rot
Beschreibung
Table 8.16, page 136: Sound examples for GNG Process Monitoring Sonification for different data distributions
Noisy spiral with 1 rotation
GNG process sonification examples
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5f999a05f91b3fc4f68261e59c380a51
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Titel
Sound example for 8.6 Growing Neural Gas Sonification: GNGProcSpiral2d2rot
Beschreibung
Table 8.16, page 136: Sound examples for GNG Process Monitoring Sonification for different data distributions
Noisy spiral with 2 rotations
GNG process sonification examples
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2019-09-12T10:02:40Z
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d9e3a045ff38d2144410c7be80fea737
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Titel
Sound example for 8.6 Growing Neural Gas Sonification: GNGProcgaussian5d
Beschreibung
Table 8.16, page 136: Sound examples for GNG Process Monitoring Sonification for different data distributions
Gaussian in 5d
GNG process sonification examples
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2019-09-12T10:02:40Z
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893fa365495d8f469bba2a2bef056cf1
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Titel
Sound example for 8.6 Growing Neural Gas Sonification: GNGProcsaturn
Beschreibung
Table 8.16, page 136: Sound examples for GNG Process Monitoring Sonification for different data distributions
Mixture of 5d and 2d distributions
GNG process sonification examples
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2019-09-12T10:02:40Z
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2e75cd9a985d36416ae62d46243aee55
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Sound example for 9.1 Auditory Legends for Parameter Mapping Sonification: EXT_iris_Foff
Beschreibung
Table 9.1, page 140: Sound examples for Auditory Legends and Sonic Scatter Plots
Iris dataset: raw sonification
Auditory Legend, Frame and Tick marks
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26e5a6707f2e7d3fdb9199c54fb8df86
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Sound example for 9.1 Auditory Legends for Parameter Mapping Sonification: EXT_iris_Fon
Beschreibung
Table 9.1, page 140: Sound examples for Auditory Legends and Sonic Scatter Plots
Iris dataset: with frame markers
Auditory Legend, Frame and Tick marks
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2019-09-12T10:02:40Z
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2206f071e45d4f6b2fd49ddb4283a5c5
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Sound example for 9.1 Auditory Legends for Parameter Mapping Sonification: EXT_iris_Legend
Beschreibung
Table 9.1, page 140: Sound examples for Auditory Legends and Sonic Scatter Plots
Iris dataset: Auditory Legend
Auditory Legend, Frame and Tick marks
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2019-09-12T10:02:40Z
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a446e6e0f53c4f04a9915df2c363bfbc
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Sound example for 9.1 Auditory Legends for Parameter Mapping Sonification: EXT_cancer_Foff
Beschreibung
Table 9.1, page 140: Sound examples for Auditory Legends and Sonic Scatter Plots
Cancer dataset: raw sonification
Auditory Legend, Frame and Tick marks
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2019-09-12T10:02:40Z
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7c86b803d23e0266f3b3a3e794a930db
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Sound example for 9.1 Auditory Legends for Parameter Mapping Sonification: EXT_cancer_Fon
Beschreibung
Table 9.1, page 140: Sound examples for Auditory Legends and Sonic Scatter Plots
Cancer dataset: with frame markers
Auditory Legend, Frame and Tick marks
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2019-09-12T10:02:40Z
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55fd0246a6b2009c3d4f79c0578d903c
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Sound example for 9.1 Auditory Legends for Parameter Mapping Sonification: EXT_cancer_Legend
Beschreibung
Table 9.1, page 140: Sound examples for Auditory Legends and Sonic Scatter Plots
Cancer dataset: Auditory Legend
Auditory Legend, Frame and Tick marks
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2019-09-12T10:02:40Z
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010789b232dd37e639d9691da841e8ae
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Sound example for 9.2: Multi-dimensional Perceptual Scaling: MPS_FMLegend
Beschreibung
Table 9.2, page 142: Sound examples for MPS Sonifications
FM instrument: Auditory Legend
MPS Sonification using MDS and PCA
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2019-09-12T10:02:40Z
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e38bd47257745857f5638df1cfe548c9
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Titel
Sound example for 9.2: Multi-dimensional Perceptual Scaling: MPS_iris
Beschreibung
Table 9.2, page 142: Sound examples for MPS Sonifications
Iris Dataset: MPS (PCA)
MPS Sonification using MDS and PCA
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2019-09-12T10:02:40Z
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e9e5187942e995d232b341f80d3a92ad
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Sound example for 9.2: Multi-dimensional Perceptual Scaling: MPS_iris_MDS
Beschreibung
Table 9.2, page 142: Sound examples for MPS Sonifications
Iris Dataset: MPS (MDS/PCA)
MPS Sonification using MDS and PCA
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2019-09-12T10:02:40Z
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91503ba92d6dfb9095b875273cb6395e
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Sound example for 9.2: Multi-dimensional Perceptual Scaling: MPS_cancer
Beschreibung
Table 9.2, page 142: Sound examples for MPS Sonifications
Cancer dataset: MPS (PCA)
MPS Sonification using MDS and PCA
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2019-09-12T10:02:40Z
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53b99006a507a5c8f7073bfbddba9425
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Sound example for 9.2: Multi-dimensional Perceptual Scaling: MPS_cancer_MDS
Beschreibung
Table 9.2, page 142: Sound examples for MPS Sonifications
Cancer dataset: MPS (MDS/PCA)
MPS Sonification using MDS and PCA
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2019-09-12T10:02:40Z
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1a92eae308089c48071fee7f90dbb6fc
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Titel
Sound example for 9.2: Multi-dimensional Perceptual Scaling: MPS_tetra7d
Beschreibung
Table 9.2, page 142: Sound examples for MPS Sonifications
7d tetrahedron: MPS (PCA)
MPS Sonification using MDS and PCA
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2019-09-12T10:02:40Z
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7e1708bf534741f682fe4a064d920712
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Titel
Sound example for 9.2: Multi-dimensional Perceptual Scaling: MPS_tetra7d_MDS
Beschreibung
Table 9.2, page 142: Sound examples for MPS Sonifications
7d tetrahedron: MPS (MDS/PCA)
MPS Sonification using MDS and PCA
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2019-09-12T10:02:40Z
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7e1708bf534741f682fe4a064d920712
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Titel
Sound example for 9.2: Multi-dimensional Perceptual Scaling: MPS_circle
Beschreibung
Table 9.2, page 142: Sound examples for MPS Sonifications
10d noisy circle: MPS (PCA)
MPS Sonification using MDS and PCA
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2019-09-12T10:02:40Z
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51208499bb6aa94469e7e95e620b0057
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Titel
Sound example for 9.2: Multi-dimensional Perceptual Scaling: MPS_circle_MDS
Beschreibung
Table 9.2, page 142: Sound examples for MPS Sonifications
10d noisy circle: MPS (MDS/PCA)
MPS Sonification using MDS and PCA
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2019-09-12T10:02:40Z
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e4798d4f8ea62954590565fada3718b6
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14.84 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: Cup_1
Beschreibung
Sound example, page 146, Marker for abstract words: cymbal
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2019-09-12T10:02:40Z
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ea21d766e02e8a4a7abf774d87a636a2
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1.46 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: Claves_1
Beschreibung
Sound example, page 146, Marker for emptional words: claves
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2019-09-12T10:02:40Z
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80ee88bafa4c258142a6cdd7a39c6a14
Name
134.58 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: ma2611_15
Beschreibung
Table 10.1, page 146: Sound examples for Session Transcript Monitor Sonification
Session 11
Monitoring Session Transcripts
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2019-09-12T10:02:40Z
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338e762566e284c9715bc09a18924478
Name
133.75 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: ma2612_15
Beschreibung
Table 10.1, page 146: Sound examples for Session Transcript Monitor Sonification
Session 12
Monitoring Session Transcripts
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2019-09-12T10:02:40Z
MD5 Prüfsumme
c85536921a7a9a4156a60f33ab55ce79
Name
133.75 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: ma2624_15
Beschreibung
Table 10.1, page 146: Sound examples for Session Transcript Monitor Sonification
Session 24
Monitoring Session Transcripts
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2019-09-12T10:02:40Z
MD5 Prüfsumme
bc3229c1691abd614b9a6c442cb90def
Name
132.70 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: ma2626_15
Beschreibung
Table 10.1, page 146: Sound examples for Session Transcript Monitor Sonification
Session 26
Monitoring Session Transcripts
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2019-09-12T10:02:40Z
MD5 Prüfsumme
1ff15b9dd3aa6e9b5d32d0484b57ff93
Name
96.97 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: mb2612_10
Beschreibung
Table 10.2, page 147: Sound examples for Cycle Sonifications using AIB streams for the attributes abstract, emotion and CRA.
Session 12 (10 s)
AIB sonification of session transcripts for Session 12
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
5ed289e4520adeaf156d0705db4f6548
Name
91.11 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: mb2624_10
Beschreibung
Table 10.2, page 147: Sound examples for Cycle Sonifications using AIB streams for the attributes abstract, emotion and CRA.
Session 24 (10 s)
AIB sonification of session transcripts for Session 24
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
9856514e4b731e92662a5cd1f7d741af
Name
56.84 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: mb2612_5
Beschreibung
Table 10.2, page 147: Sound examples for Cycle Sonifications using AIB streams for the attributes abstract, emotion and CRA.
Session 12 (5 s)
AIB sonification of session transcripts for Session 12
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
b2859b5f238dcd08039bff4ea7208bf4
Name
51.83 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: mb2624_5
Beschreibung
Table 10.2, page 147: Sound examples for Cycle Sonifications using AIB streams for the attributes abstract, emotion and CRA.
Session 24 (5 s)
AIB sonification of session transcripts for Session 24
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
e159f7da3af2088aedc7cc93de48702d
Name
96.97 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: mc2611_10
Beschreibung
Table 10.3, page 149: Sound examples for Cycle Sonification using AIB streams and spoken markers.
Session 11
AIB sonification of session transcripts using speech marker
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
0bda89b166eb47969432737954333b15
Name
96.97 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: mc2612_10
Beschreibung
Table 10.3, page 149: Sound examples for Cycle Sonification using AIB streams and spoken markers.
Session 12
AIB sonification of session transcripts using speech marker
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
6eff724e1b4d1cc09434114af0fa31b7
Name
91.11 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: mc2624_10
Beschreibung
Table 10.3, page 149: Sound examples for Cycle Sonification using AIB streams and spoken markers.
Session 24
AIB sonification of session transcripts using speech marker
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
7b473e203e14bb522b34bab647e2311d
Name
96.97 KB
Titel
Sound example for 10.1 Sonification of Psychotherapeutic Sessions: mc2626_10
Beschreibung
Table 10.3, page 149: Sound examples for Cycle Sonification using AIB streams and spoken markers.
Session 26
AIB sonification of session transcripts using speech marker
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
0103545d2d5e6dd50b6f000c09dcdd7a
Name
5.33 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_26_eyes_fp1
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S1 EEGr Fp1
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
e2f52b9b9f23fced298ab5ec11540251
Name
5.33 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_26_eyes_t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S1 EEGr T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
04c788f35c72f358491668f5ee57a162
Name
10.87 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_26_eyes_fp1-t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S1 EEGr Fp1/T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
2cf1ff6b63bfb192592195902a894b87
Name
8.99 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_26_speech_fp1
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S1 speech Fp1
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
2f02e227d0ea4f88febdccf6d0cb8b92
Name
8.99 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_26_speech_t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S1 speech T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
574806592a4ada0707c03a1071346055
Name
18.18 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_26_speech_fp1-t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S1 speech Fp1/T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
6af286996076d9ea5da526ddb00abcae
Name
18.39 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_26_pseudo_fp1-t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S1 pseudo speech Fp1/T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
b43c61c117bbd853ecf2bba6227d5f47
Name
3.87 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_27_eyes_fp1
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S2 EEGr Fp1
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
13e9c40cab32881333f469c445d8ecb6
Name
3.87 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_27_eyes_t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S2 EEGr T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
1ccecef6ff9a7487d0ec38654aadc389
Name
7.94 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_27_eyes_fp1-t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S2 EEGr Fp1/T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
fb653f29e6aeaaad7044b3b6fe2babd3
Name
8.78 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_27_speech_fp1
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S2 speech Fp1
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
33d24a086caae1e21b174bb030eb0b7d
Name
8.78 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_27_speech_t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S2 speech T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
c57e4f57659b5bcc17be1063fddc2c59
Name
17.76 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_27_speech_fp1-t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S2 speech Fp1/T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
e33e00f143c26143b8a89779c3b5b744
Name
14.84 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_27_pseudo_fp1-t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S2 pseudo speech Fp1/T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
c963a861d7f86ee8d8db760eb856273e
Name
5.33 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_28_eyes_fp1
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S3 EEGr Fp1
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
200407623baeb1e9a578aca362eda790
Name
5.33 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_28_eyes_t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S3 EEGr T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
ec36aeed1f1acdd8a944b38b26704e41
Name
10.87 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_28_eyes_fp1-t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S3 EEGr Fp1/T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
d02b38da901165efef45dce6d33c38ea
Name
8.88 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_28_speech_fp1
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S3 speech Fp1
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
1af426e8e512875441ac82feb46be9e7
Name
8.88 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_28_speech_t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S3 speech T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
58e27d0a44e1b7292a597f17a69d8ff7
Name
17.97 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_28_speech_fp1-t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S3 speech Fp1/T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
a3f9f7d59ff081968ec96f317a6b9fb9
Name
20.06 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_aud_28_pseudo_fp1-t5
Beschreibung
Table 10.4, page 151: Audification of EEG data (2 electrodes, 3 subjects and all 3 conditions). Besides the dominating noise, pitched spikes can be heard
File: S3 pseudo speech Fp1/T5
Audification of EEG Data for 2 electrodes (Fp1 and T5) for subjects S1-S3
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
7b131b216bccf77f2b20f8380375247e
Name
36.57 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM1_26
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S1, delta=0.4, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
b6409082a02d76816cb1416092862cff
Name
32.60 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM1_27
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S2, delta=0.4, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
137dedbd24f7fdf538a7ac7cf08c47b1
Name
38.24 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM1_28
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S3, delta=0.4, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
76a9a9671a7b06e8a1057fa4a54fd624
Name
36.36 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM1_29
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S4, delta=0.4, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
17b09d9bcdb424efa31b113f117c8d59
Name
36.36 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM1_30
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S5, delta=0.4, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
6cffe496ca20867a310715697207c7fa
Name
36.36 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM1_31
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S6, delta=0.4, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
eca14cbd84af1bbe8fc0623c1dffaa58
Name
36.57 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM2_26
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S1, delta=0, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
c6ab774d703cb6d48d5a25bab99c978a
Name
32.60 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM2_27
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S2, delta=0, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
9c08d7424ebf7daa25cd1ede948a8b5d
Name
38.24 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM2_28
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S3, delta=0, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
e4e6d4142ae665d4808eeafccc43d3e9
Name
36.36 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM2_29
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S4, delta=0, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
d9a5ad2c715ce1ecc245f97f98c5e613
Name
36.36 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM2_30
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S5, delta=0, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
152062fdd452a7bfc72156eb807fe77b
Name
36.36 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM2_31
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S6, delta=0, [0-30Hz], left T3,T5, right T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
c41eb3e3147bb86c529ff05267db45e0
Name
36.57 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM3_26
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S1, delta=0, [0-30Hz], left: F7,F3,T3,C3,T5,P3, right: F4,F8,C4,T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
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2019-09-12T10:02:40Z
MD5 Prüfsumme
a97ca4015cbaf16d48ee52880e66c6fe
Name
32.60 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM3_27
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S2, delta=0, [0-30Hz], left: F7,F3,T3,C3,T5,P3, right: F4,F8,C4,T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
9f54e249d40dde23e9fdaf97e837d438
Name
38.24 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM3_28
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S3, delta=0, [0-30Hz], left: F7,F3,T3,C3,T5,P3, right: F4,F8,C4,T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
fbe53d4449145b237bb61898f283d974
Name
36.36 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM3_29
Beschreibung
Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S4, delta=0, [0-30Hz], left: F7,F3,T3,C3,T5,P3, right: F4,F8,C4,T4,T6
Spectral Mapping Sonification of EEG data
Access Level
OA Open Access
Zuletzt Hochgeladen
2019-09-12T10:02:40Z
MD5 Prüfsumme
ff00a08d8f536a0d2dde98c59e31b8b4
Name
36.36 KB
Titel
Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM3_30
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Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S5, delta=0, [0-30Hz], left: F7,F3,T3,C3,T5,P3, right: F4,F8,C4,T4,T6
Spectral Mapping Sonification of EEG data
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_SPM3_31
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Table 10.5, page 153: Sound examples for Spectral Mapping Sonification of EEG data, for the conditions pseudo speech and speech with a short gap in between (2.5 s in real-time).
File: S6, delta=0, [0-30Hz], left: F7,F3,T3,C3,T5,P3, right: F4,F8,C4,T4,T6
Spectral Mapping Sonification of EEG data
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2019-09-12T10:02:40Z
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46d0d6e336e00ea1de5e35070bcfd036
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_DMS1_26
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Table 10.6, page 154: Sound examples for Distance Matrix Sonification of spectral vectors. High-pitched loud tones indicate frequency selective couplings of long-range.
File: frequency range 8-20 Hz, subjects: S1
Distance Matrix Sonification for concatenated datasets for the pseudospeech and speech condition. A noise burst separates the two parts
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2019-09-12T10:02:40Z
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_DMS1_27
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Table 10.6, page 154: Sound examples for Distance Matrix Sonification of spectral vectors. High-pitched loud tones indicate frequency selective couplings of long-range.
File: frequency range 8-20 Hz, subjects: S2
Distance Matrix Sonification for concatenated datasets for the pseudospeech and speech condition. A noise burst separates the two parts
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2019-09-12T10:02:40Z
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31a9a7c467f2ca68ee99f59d481135f1
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_DMS1_28
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Table 10.6, page 154: Sound examples for Distance Matrix Sonification of spectral vectors. High-pitched loud tones indicate frequency selective couplings of long-range.
File: frequency range 8-20 Hz, subjects: S3
Distance Matrix Sonification for concatenated datasets for the pseudospeech and speech condition. A noise burst separates the two parts
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2019-09-12T10:02:40Z
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_DMS1_29
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Table 10.6, page 154: Sound examples for Distance Matrix Sonification of spectral vectors. High-pitched loud tones indicate frequency selective couplings of long-range.
File: frequency range 8-20 Hz, subjects: S4
Distance Matrix Sonification for concatenated datasets for the pseudospeech and speech condition. A noise burst separates the two parts
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_DMS1_30
Beschreibung
Table 10.6, page 154: Sound examples for Distance Matrix Sonification of spectral vectors. High-pitched loud tones indicate frequency selective couplings of long-range.
File: frequency range 8-20 Hz, subjects: S5
Distance Matrix Sonification for concatenated datasets for the pseudospeech and speech condition. A noise burst separates the two parts
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2019-09-12T10:02:40Z
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_DMS1_31
Beschreibung
Table 10.6, page 154: Sound examples for Distance Matrix Sonification of spectral vectors. High-pitched loud tones indicate frequency selective couplings of long-range.
File: frequency range 8-20 Hz, subjects: S6
Distance Matrix Sonification for concatenated datasets for the pseudospeech and speech condition. A noise burst separates the two parts
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2019-09-12T10:02:40Z
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_compson_stft
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Sound example, page 156: Ex-DiffSon-1 , Differential Sonification for the example shown as spectrogram.
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_26PS
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (1s): S1
Differential Sonification of EEG Data
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991ddcffa3daf88fb18d30b7e1785429
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_26PS_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: same with higher threshold (1s): S1
Differential Sonification of EEG Data
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_26PS_c
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (4s): S1
Differential Sonification of EEG Data
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c7f0698e56c180e38b94179c92058c71
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_26SE_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: speech - EEGr (1s): S1
Differential Sonification of EEG Data
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_27PS
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (1s): S2
Differential Sonification of EEG Data
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163dc01a74c1ed201d0fc9cf5933d127
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_27PS_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: same with higher threshold (1s): S2
Differential Sonification of EEG Data
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ed8d873e0d69793051a0bcf38efc7540
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_27PS_c
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (4s): S2
Differential Sonification of EEG Data
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f7201f79d498cbd61ff21c904531125f
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_27SE_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: speech - EEGr (1s): S2
Differential Sonification of EEG Data
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_28PS
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (1s): S3
Differential Sonification of EEG Data
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b27ba817301c657da7e69be67c2711f9
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_28PS_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: same with higher threshold (1s): S3
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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385cec697b7738cd1c892fe1d6d7feef
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_28PS_c
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (4s): S3
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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44e3a580fecf4b0506c6264ae081aff2
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_28SE_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: speech - EEGr (1s): S3
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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9dedd677b9fbe3d3c98b59e8489af03d
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_29PS
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (1s): S4
Differential Sonification of EEG Data
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153a21068a702479c1dc54c6f658c1b5
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_29PS_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: same with higher threshold (1s): S4
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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3bf51c956f5c8e4aed901b374cb067a3
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42.63 KB
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_29PS_c
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (4s): S4
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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574cabbabcfdc39e065a25b0416196b3
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_29SE_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: speech - EEGr (1s): S4
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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b4cd5f7af3ce7acf25c1227b7e761f3a
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_30PS
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (1s): S5
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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088696bd93eece816f34f0470c5eb483
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_30PS_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: same with higher threshold (1s): S5
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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864e368981a89d20784b226067d9a299
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_30PS_c
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (4s): S5
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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ca88bd954936d8421764a30f1a72a2b1
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_30SE_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: speech - EEGr (1s): S5
Differential Sonification of EEG Data
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7ce1409835cbd80e8053427141b6e487
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_31PS
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (1s): S6
Differential Sonification of EEG Data
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4690bdff3d487f548b705ad4f1a5bfcc
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_31PS_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: same with higher threshold (1s): S6
Differential Sonification of EEG Data
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9c21e015832478e8cc7f7d8fa3890fe7
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_31PS_c
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: pseudospeech-speech (4s): S6
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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0119237a6cce09f19935ab73ebd0eaf8
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Sound example for 10.2 Sonification for EEG Data Analysis: EEG_31SE_b
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Table 10.7, page 157: Sound examples for Differential Sonifications
File: speech - EEGr (1s): S6
Differential Sonification of EEG Data
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2019-09-12T10:02:40Z
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0643a5a9d547cec4294bbea8ef721928
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellR1
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Rhythmical: b1
Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellR2
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Rhythmical: b2
Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellR3
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Rhythmical: b3
Marker Pattern Sonifications
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67342fed443f25acd0a29c400fb8c927
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellR4
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Rhythmical: b4
Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellR5
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Rhythmical: b5
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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a4ad40b218229cbb3ce317cf70817c8d
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellR6
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Rhythmical: b6
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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3ec6230a96f9749110e28556ca006b93
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellR7
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Rhythmical: b7
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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aebbdbb28976785ed52dad8c771030f3
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellR8
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Rhythmical: b8
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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41bf4a30681403283fd14e33855cb856
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellR9
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Rhythmical: b9
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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e0c924df687c556859ca8c0abab43fd2
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH1
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical: b1
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH2
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical: b2
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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a7eeaad93651d3510e68920f00d72874
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH3
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical: b3
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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b1f97f35c211f0d793bac34da30f4b42
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH4
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical: b4
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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5737cf5ec3334aafcf1220801c3734a5
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH5
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical: b5
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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abeedab446ba776ec7afba14afa12a61
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH6
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical: b6
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH7
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical: b7
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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68ec9d49c03b803f49ec8cbe6dac1b71
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH8
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical: b8
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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d4e07ea55bb6c08f9c2f2366ae547aa0
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH9
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical: b9
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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d356481557a56539324dafbd8e0196dc
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH21
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical2: b1
Marker Pattern Sonifications
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2019-09-12T10:02:40Z
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4e062f1369435503f16d5ef02e306fef
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH22
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
File: Harmonical2: b2
Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH23
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH24
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH25
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH26
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH27
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH28
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellH29
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellM1
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellM2
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellM3
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellM4
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellM5
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellM6
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellM7
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellM8
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellM9
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellT1
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellT2
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellT3
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Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellT4
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellT5
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellT6
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellT7
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellT8
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Sound example for 10.3 Sonification of Multi-Channel Image Data: cellT9
Beschreibung
Table 10.8, page 164: Sonification of cell fluorescence patterns. Sound examples for rhythmical, melodic, harmonic and multitimbral sonifications are given.
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Marker Pattern Sonifications
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Material in PUB:
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Sonification for Exploratory Data Analysis
Hermann T (2002)
Bielefeld, Germany: Bielefeld University.
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