Exploring the role of formant frequencies in the classification of phonation type

Ludusan B, Heldner M, Włodarczak M (2023)
In: Proceedings of 20th International Congress of Phonetic Sciences. 1726-1730.

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Autor*in
Ludusan, BogdanUniBi ; Heldner, Mattias; Włodarczak, Marcin
Abstract / Bemerkung
Phonation type has been found to interact with other acoustic characteristics of speech, including vowel formants. Here, we investigated the relation between phonation type and formants in three Swedish vowels, produced in three phonation types (neutral, breathy and pressed). Our findings show that the formant values change from neutral to breathy and pressed, respectively, but that this effect is more consistent for pressed than for breathy phonation. Moreover, while some systematic patterns can be identified, there is also substantial speaker variation in the size and in the direction of the change. We then employed the formant values, along with other acoustic features, to automatically classify phonation type. The addition of formant information to the classifier significantly improved the performance of the system.
Stichworte
biphonetics
Erscheinungsjahr
2023
Titel des Konferenzbandes
Proceedings of 20th International Congress of Phonetic Sciences
Seite(n)
1726-1730
Konferenz
International Congress of Phonetic Sciences
Konferenzort
Prague
Konferenzdatum
2023-08-07 – 2023-08-11
ISBN
978-80-908 114-2-3
Page URI
https://pub.uni-bielefeld.de/record/2982012

Zitieren

Ludusan B, Heldner M, Włodarczak M. Exploring the role of formant frequencies in the classification of phonation type. In: Proceedings of 20th International Congress of Phonetic Sciences. 2023: 1726-1730.
Ludusan, B., Heldner, M., & Włodarczak, M. (2023). Exploring the role of formant frequencies in the classification of phonation type. Proceedings of 20th International Congress of Phonetic Sciences, 1726-1730.
Ludusan, Bogdan, Heldner, Mattias, and Włodarczak, Marcin. 2023. “Exploring the role of formant frequencies in the classification of phonation type”. In Proceedings of 20th International Congress of Phonetic Sciences, 1726-1730.
Ludusan, B., Heldner, M., and Włodarczak, M. (2023). “Exploring the role of formant frequencies in the classification of phonation type” in Proceedings of 20th International Congress of Phonetic Sciences 1726-1730.
Ludusan, B., Heldner, M., & Włodarczak, M., 2023. Exploring the role of formant frequencies in the classification of phonation type. In Proceedings of 20th International Congress of Phonetic Sciences. pp. 1726-1730.
B. Ludusan, M. Heldner, and M. Włodarczak, “Exploring the role of formant frequencies in the classification of phonation type”, Proceedings of 20th International Congress of Phonetic Sciences, 2023, pp.1726-1730.
Ludusan, B., Heldner, M., Włodarczak, M.: Exploring the role of formant frequencies in the classification of phonation type. Proceedings of 20th International Congress of Phonetic Sciences. p. 1726-1730. (2023).
Ludusan, Bogdan, Heldner, Mattias, and Włodarczak, Marcin. “Exploring the role of formant frequencies in the classification of phonation type”. Proceedings of 20th International Congress of Phonetic Sciences. 2023. 1726-1730.
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2023-08-15T12:06:46Z
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