DocumentCode :
1749612
Title :
PLP coefficients can be quantized at 400 bps
Author :
Gunawan, Wira ; Hasegawa-Johnson, Mark
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Volume :
1
fYear :
2001
fDate :
2001
Firstpage :
77
Abstract :
Previous work in wireless speech recognition has focused on two methods, namely, quantizing recognition features (e.g. MFCC) or performing recognition using speech coding parameters (e.g. LPC). All of this previous research assumes that the communication channel is only large enough to transmit either speech coding parameters or speech recognition parameters. By contrast, we propose that the speech recognition parameters can be quantized at a rate sufficiently low to allow transmission of both speech coding and speech recognition parameters over a standard cellular channel. In particular, the paper shows that the perceptual LPC (PLP) coefficients can be transmitted at 400 bps with an insignificant loss of digit recognition accuracy
Keywords :
cellular radio; dynamic programming; linear predictive coding; quantisation (signal); speech coding; speech recognition; 400 bit/s; perceptual linear predictive coding; quantization; speech coding parameters; speech recognition parameters; standard cellular channel; wireless speech recognition; Automatic speech recognition; Base stations; Cellular phones; Decoding; Humans; Linear predictive coding; Speech analysis; Speech coding; Speech recognition; Speech synthesis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
ISSN :
1520-6149
Print_ISBN :
0-7803-7041-4
Type :
conf
DOI :
10.1109/ICASSP.2001.940771
Filename :
940771
Link To Document :
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