DocumentCode :
3422018
Title :
Multisensor very lowbit rate speech coding using segment quantization
Author :
McCree, Alan ; Brady, Kevin ; Quatieri, Thomas F.
Author_Institution :
Lincoln Lab., MIT, Lexington, MA
fYear :
2008
fDate :
March 31 2008-April 4 2008
Firstpage :
3997
Lastpage :
4000
Abstract :
We present two approaches to noise robust very low bit rate speech coding using wideband MELP analysis/synthesis. Both methods exploit multiple acoustic and non-acoustic input sensors, using our previously-presented dynamic waveform fusion algorithm to simultaneously perform waveform fusion, noise suppression, and cross-channel noise cancellation. One coder uses a 600 bps scalable phonetic vocoder, with a phonetic speech recognizer followed by joint predictive vector quantization of the error in wideband MELP parameters. The second coder operates at 300 bps with fixed 80 ms segments, using novel variable-rate multistage matrix quantization techniques. Formal test results show that both coders achieve equivalent intelligibility to the 2.4 kbps NATO standard MELPe coder in harsh acoustic noise environments, at much lower bit rates, with only modest quality loss.
Keywords :
matrix algebra; sensor fusion; speech coding; speech recognition; vector quantisation; vocoders; acoustic noise environments; cross-channel noise cancellation; dynamic waveform fusion algorithm; joint predictive vector quantization; multisensor very low bit rate speech coding; noise suppression; nonacoustic input sensors; phonetic speech recognizer; phonetic vocoder; segment quantization; variable-rate multistage matrix quantization techniques; waveform fusion; Acoustic noise; Acoustic waves; Bit rate; Noise cancellation; Noise robustness; Quantization; Speech analysis; Speech coding; Speech synthesis; Wideband; MELP; Nonacoustic sensor; phonetic vocoder; vector quantization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location :
Las Vegas, NV
ISSN :
1520-6149
Print_ISBN :
978-1-4244-1483-3
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2008.4518530
Filename :
4518530
Link To Document :
بازگشت