Title :
Incorporating perception into LSF quantization some experiments
Author :
Cohn, Ronald P. ; Collura, John S.
Author_Institution :
US Dept. of Defense, Ft. Meade, MD, USA
Abstract :
In the context of vector quantization (VQ) of the line spectrum frequency (LSF) parameters, we determine experimentally a spectral distribution of quantization error perceived to be “balanced”, i.e., error at all frequencies contributing equally, on average, to the perceived distortion. Quantizers which have a balanced distribution should outperform those which don´t, given the same number of bits. We examine the spectral error distributions produced by various weighted Euclidean distance measures in the LSF domain and develop one which produces a quantizer having an approximately balanced distribution. This quantizer´s performance is compared with that of others having different error distributions
Keywords :
error analysis; spectral analysis; speech coding; vector quantisation; LSF quantization; line spectrum frequency parameters; perceived distortion; perception; quantization error; spectral distribution; spectral error distributions; speech spectrum; vector quantization; weighted Euclidean distance measures; Distortion measurement; Euclidean distance; Frequency measurement; Humans; Performance evaluation; Reflection; Speech analysis; Speech coding; Vector quantization; Weight measurement;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.596196