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
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