Title :
Harmonic and noise coding of LPC residuals with classified vector quantization
Author :
Nishiguchi, Masayuki ; Matsumoto, Jun
Author_Institution :
InfoCom Products Co., Sony Corp., Tokyo, Japan
Abstract :
An efficient coding scheme for linear predictive coding (LPC) residuals is proposed based on harmonic and noise representation. New features of the scheme include classified vector quantization of the spectral envelope of LPC residuals with a weighted distortion measure. The improvement in performance obtained by classifying codebooks based on a voiced/unvoiced (V/UV) decision is shown. Sequences of the short-term RMS power of the time domain waveforms are also vector quantized and transmitted for unvoiced signals. A fast synthesis algorithm for voiced signals using an FFT is also presented, which reduces the high complexity of the direct sinusoidal synthesis method with interpolated magnitudes and phases. Informal listening tests indicate that, in combination with a known LSP quantization technique, this residual coding scheme provides good communication quality at a total bit rate of less than 2.0 kbps
Keywords :
fast Fourier transforms; harmonic analysis; linear predictive coding; noise; signal representation; spectral analysis; speech coding; speech synthesis; vector quantisation; 2 kbit/s; FFT; LPC residuals; LSP quantization; bit rate; classified vector quantization; codebooks classification; communication quality; fast synthesis algorithm; harmonic coding; harmonic representation; informal listening tests; linear predictive coding; noise coding; noise representation; performance; short-term RMS power sequences; spectral envelope; time domain waveforms; unvoiced signals; voiced signals; voiced/unvoiced decision; weighted distortion measure; Bit rate; Distortion measurement; Interpolation; Linear predictive coding; Power harmonic filters; Prediction algorithms; Signal synthesis; Testing; Vector quantization; Weight measurement;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479634