Robust Time-Synchronous Environmental Adaptation For Continuous Speech Recognition Systems

Plötz T, Fink GA (2002)
In: International Conference on Spoken Language Processing., 2. Denver: 1409-1412.

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Konferenzbeitrag | Veröffentlicht | Englisch
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Abstract / Bemerkung
In this paper we describe system architectures for robust MLLR based environmental adaptation of continuous speech recognition systems. Inspired by an existing broadcast news transcription system we refined the identification of acoustic scenarios by using a combined GMM/HMM method. Thus environmental adaptation regarding arbitrary acoustic scenarios beyond speaker changes becomes possible. For deploying acoustic adaptation in interactive applications, such as human machine interaction, a time-synchronous adaptation approach is proposed. For different corpora the evaluation of our approaches shows significant improvements in recognition accuracy while satisfying the constraint of time-synchronous processing.
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Titel des Konferenzbandes
International Conference on Spoken Language Processing
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2
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1409-1412
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Plötz T, Fink GA. Robust Time-Synchronous Environmental Adaptation For Continuous Speech Recognition Systems. In: International Conference on Spoken Language Processing. Vol 2. Denver; 2002: 1409-1412.
Plötz, T., & Fink, G. A. (2002). Robust Time-Synchronous Environmental Adaptation For Continuous Speech Recognition Systems. International Conference on Spoken Language Processing, 2, 1409-1412
Plötz, T., and Fink, G. A. (2002). “Robust Time-Synchronous Environmental Adaptation For Continuous Speech Recognition Systems” in International Conference on Spoken Language Processing, vol. 2, (Denver), 1409-1412.
Plötz, T., & Fink, G.A., 2002. Robust Time-Synchronous Environmental Adaptation For Continuous Speech Recognition Systems. In International Conference on Spoken Language Processing. no.2 Denver, pp. 1409-1412.
T. Plötz and G.A. Fink, “Robust Time-Synchronous Environmental Adaptation For Continuous Speech Recognition Systems”, International Conference on Spoken Language Processing, vol. 2, Denver: 2002, pp.1409-1412.
Plötz, T., Fink, G.A.: Robust Time-Synchronous Environmental Adaptation For Continuous Speech Recognition Systems. International Conference on Spoken Language Processing. 2, p. 1409-1412. Denver (2002).
Plötz, Thomas, and Fink, Gernot A. “Robust Time-Synchronous Environmental Adaptation For Continuous Speech Recognition Systems”. International Conference on Spoken Language Processing. Denver, 2002.Vol. 2. 1409-1412.

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