Multisensor multipulse Linear Predictive Coding (LPC) analysis in noise for medium rate speech transmission
Abstract
The theory of multipulse linear predictive coding (LPC) analysis is extended to include the possible presence of acoustic noise, as for a telephone near a busy road. Models are developed assuming two signals are provided: the primary signal is the output of a microphone which samples the combined acoustic fields of the noise and the speech, while the secondary signal is the output of a microphone which samples the acoustic field of the noise alone. Analysis techniques to extract the multipulse LPC parameters from these two signals are developed; these techniques are developed as approximations to maximum likelihood analysis for the given model.
- Publication:
-
Final Report Ecole Nationale Superieure des Telecommunications
- Pub Date:
- December 1985
- Bibcode:
- 1985enst.rept.....P
- Keywords:
-
- Coding;
- Linear Prediction;
- Signal To Noise Ratios;
- Telephony;
- Signal Analysis;
- Signal Processing;
- Speech Recognition;
- Voice Data Processing;
- Communications and Radar