DocumentCode :
417212
Title :
An estimate of physical scale from speech
Author :
Smith, Lawrence H. ; Nelson, Douglas J.
Author_Institution :
Nat. Inst. of Health, Bathesda, MD, USA
Volume :
1
fYear :
2004
fDate :
17-21 May 2004
Abstract :
We present an algorithm, based on the EM algorithm, which simultaneously estimates both physical scale and vowel identities from a segment of speech. The validity of the algorithm depends on the scale hypothesis that the variation of the formant frequencies for a given vowel is mainly influenced by the physical size of the speaker. This is both a new application and a new confirmation of a hypothesis that is often accepted without proof.
Keywords :
optimisation; parameter estimation; speech processing; EM algorithm; formant frequencies; physical scale estimation; speech segment; vowel identity estimation; Auditory system; Correlation; Data analysis; Frequency estimation; Humans; Joining processes; Speech analysis; Speech recognition; Telephony; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN :
1520-6149
Print_ISBN :
0-7803-8484-9
Type :
conf
DOI :
10.1109/ICASSP.2004.1326047
Filename :
1326047
Link To Document :
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