Title :
Variable-rate speech coding using discrete time wavelet extrema representation
Author :
Srinivasan, Pramila ; Jamieson, Leah H.
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
fDate :
Oct. 30 1995-Nov. 1 1995
Abstract :
We describe a novel procedure for variable rate encoding of a speech signal starting from the discrete time wavelet extrema representation. We describe the bit rate reduction achievable by thresholding the extrema signal. We also demonstrate that the thresholding procedure provides a "denoising" effect. We then reduce the bit rate further by using a bit allocation scheme that adopts a model for the extrema representation, based on the evolution of the maxima across scales of the decomposition. The algorithm automatically adjusts itself to speech activity thus lending itself to variable rate environments. Perceptual results are reported in comparison to the GSM 6.1 standard for speech corrupted with road noise. It has been observed that as the SNR falls below 15 dB, the wavelet coder performs better.
Keywords :
variable rate codes; GSM 6.1 standard; SNR; bit allocation scheme; bit rate reduction; denoising effect; discrete time wavelet extrema representation; extrema signal; perceptual results; thresholding procedure; variable rate coding; wavelet based decomposition; wavelet coder; Band pass filters; Bit rate; Discrete wavelet transforms; Encoding; GSM; Low pass filters; Roads; Speech coding; Speech enhancement; Working environment noise;
Conference_Titel :
Signals, Systems and Computers, 1995. 1995 Conference Record of the Twenty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-7370-2
DOI :
10.1109/ACSSC.1995.540895