DocumentCode
1910382
Title
Harmonics Template and Application in Computational Auditory Scene Analysis for Co-channel Speech
Author
Guan, Yong ; Li, Peng ; Liu, Wenju ; Xu, Bo
Author_Institution
Chinese Acad. of Sci., Beijing
fYear
2007
fDate
Aug. 30 2007-Sept. 1 2007
Firstpage
381
Lastpage
386
Abstract
In this paper, harmonics template was proposed to analyze harmonics in co-channel speech. New feature first-peak position of autocorrelation was exploited when we generated and utilized harmonics template. We gain harmonics template by statistics and curve fitting. For co-channel speech, harmonics from different channels were achieved by applying frequency channel piecewise continuity and matching with harmonics template. Then, we proposed selected harmonics method to compute the normalized sum of autocorrelation for multi-pitch detection. By comparison with previous algorithms, it was showed that proposed algorithm had better effects in multi-pitch detection. Also, we applied harmonics template to multi-level unit mask estimation in CASA. Although it was not much better than primal 0-1 mask by primary experiment, a good future was shown..
Keywords
curve fitting; speech processing; statistical analysis; autocorrelation; cochannel speech; computational auditory scene analysis; curve fitting; frequency channel piecewise continuity; harmonics template; multilevel unit mask estimation; multipitch detection; statistics; Autocorrelation; Computer applications; Harmonic analysis; Image analysis; Layout; Power harmonic filters; Signal processing algorithms; Speech analysis; Statistics; Time frequency analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Language Processing and Knowledge Engineering, 2007. NLP-KE 2007. International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-1611-0
Electronic_ISBN
978-1-4244-1611-0
Type
conf
DOI
10.1109/NLPKE.2007.4368059
Filename
4368059
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