Extraction of vocal-tract system characteristics from speech signals

B. Yegnanarayana, R.N.J. Veldhuis

    Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

    107 Citaten (Scopus)

    Samenvatting

    We propose methods to track natural variations in the characteristics of the vocal-tract system from speech signals. We are especially interested in the cases where these characteristics vary over time, as happens in dynamic sounds such as consonant-vowel transitions. We show that the selection of appropriate analysis segments is crucial in these methods, and we propose a selection based on estimated instants of significant excitation. These instants are obtained by a method based on the average group-delay property of minimum-phase signals. In voiced speech, they correspond to the instants of glottal closure. The vocal-tract system is characterized by its formant parameters, which are extracted from the analysis segments. Because the segments are always at the same relative position in each pitch period, in voiced speech the extracted formants are consistent across successive pitch periods. We demonstrate the results of the analysis for several difficult cases of speech signals.
    Originele taal-2Engels
    Pagina's (van-tot)313-327
    TijdschriftIEEE Transactions on Speech and Audio Processing
    Volume6
    Nummer van het tijdschrift4
    DOI's
    StatusGepubliceerd - 1998

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