Extraction of vocal-tract system characteristics from speech signals

被引:93
|
作者
Yegnanarayana, B [1 ]
Veldhuis, RNJ
机构
[1] Indian Inst Technol, Dept Comp Sci & Engn, Madras 600036, India
[2] IPO, Ctr Res User Syst Interact, NL-5600 MB Eindhoven, Netherlands
来源
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING | 1998年 / 6卷 / 04期
关键词
formant analysis; speech analysis;
D O I
10.1109/89.701359
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
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-von el 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.
引用
收藏
页码:313 / 327
页数:15
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