DocumentCode :
1950829
Title :
Perceptual speech quality improvement for vocoder based on amplitude spectrum of residual signal
Author :
Der, Andrea ; Yang, C. ; Huang, D.-Y. ; Dong, M. ; Li, H.
Author_Institution :
Eng. Phys., Univ. of British Columbia, Vancouver, BC, Canada
fYear :
2015
fDate :
12-15 July 2015
Firstpage :
682
Lastpage :
686
Abstract :
In this paper, we propose a linear pre- and post-filter for improving the perceptual speech quality of a vocoder based on amplitude spectrum of residual signal. The goal of the pre-filter in analyzer is to make the noise of spectrum inaudible. It attempts to hide the noise under the signal spectrum by exploiting human auditory masking. The post-filter in synthesizer is to improve speech quality. Experimental results show that the proposed vocoder can obtain an average mean opinion score (MOS) of 4.5 for four voices (2 female and 2 male voices) while preserving high-quality property after parameter compression.
Keywords :
filtering theory; signal representation; speech processing; vocoders; human auditory masking; linear post-filter; linear prefilter; mean opinion score; parameter compression; perceptual speech quality improvement; residual signal amplitude spectrum; vocoder; Hidden Markov models; Noise; Quantization (signal); Speech; Speech synthesis; Vocoders;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal and Information Processing (ChinaSIP), 2015 IEEE China Summit and International Conference on
Conference_Location :
Chengdu
Type :
conf
DOI :
10.1109/ChinaSIP.2015.7230491
Filename :
7230491
Link To Document :
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