Speaking style dependency of formant targets

Akiko Amano-Kusumoto, John Paul Hosom, Alexander Kain

Research output: Contribution to conferencePaper

2 Scopus citations

Abstract

Previous work on formant targets has assumed that these targets are independent of the speaking style. In this paper, we estimate consonant and vowel targets in a database of "clear" and "conversational" speech, using both style-independent and style-dependent models. The test-set errors and clustering of the estimated target values indicate that for this corpus, formant targets depend on the speaking style. Vowel classification accuracy was then tested on estimated target values and compared with classification based on observed formant values. Token-based style-independent classification shows greater accuracy for conversational speech (82.19%) than observed-value classification (73.97%).

Original languageEnglish (US)
Pages905-908
Number of pages4
StatePublished - Dec 1 2010
Event11th Annual Conference of the International Speech Communication Association: Spoken Language Processing for All, INTERSPEECH 2010 - Makuhari, Chiba, Japan
Duration: Sep 26 2010Sep 30 2010

Other

Other11th Annual Conference of the International Speech Communication Association: Spoken Language Processing for All, INTERSPEECH 2010
CountryJapan
CityMakuhari, Chiba
Period9/26/109/30/10

Keywords

  • Clear speech
  • Formant contour model
  • Formant target

ASJC Scopus subject areas

  • Language and Linguistics
  • Speech and Hearing

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    Amano-Kusumoto, A., Hosom, J. P., & Kain, A. (2010). Speaking style dependency of formant targets. 905-908. Paper presented at 11th Annual Conference of the International Speech Communication Association: Spoken Language Processing for All, INTERSPEECH 2010, Makuhari, Chiba, Japan.