DocumentCode :
3031267
Title :
A blind separation algorithm of speech signal based on spatial cues
Author :
Zhang, Xia ; Chang, Di ; Guo, Wei ; Yang, Wanyi ; Huang, Qian
Author_Institution :
Sch. Phys. & Inf. Eng., Jianghan Univ., Wuhan, China
fYear :
2011
fDate :
26-28 July 2011
Firstpage :
3319
Lastpage :
3322
Abstract :
Based on spatial cues, a blind separation algorithm of speech signal was proposed. In time-frequency domain, extract the spatial cues of speech signal, which are ITD and ILD, then construct the 2D diagram by distribution density of ITD and ILD. Next, mark the time-frequency binary masking and using this technique separate the source in time-frequency domain. Finally, I-STFT is used to transform the separated source back to time domain, and realize the blind separation algorithm of speech signal. To summarize, the proposed algorithm will give a new prospect to the research filed of blind separation of speech.
Keywords :
blind source separation; speech processing; time-frequency analysis; 2D diagram construction; I-STFT transform; ILD distribution density; ITD distribution density; blind separation algorithm; interaural level difference distribution density; interaural time difference distribution density; spatial cue extraction; speech signal; time-frequency binary masking; time-frequency domain; Blind source separation; Europe; Software algorithms; Speech; Time frequency analysis; Blind Separation; Spatial Cues; W-disjoint orthogonal;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
Type :
conf
DOI :
10.1109/ICMT.2011.6002132
Filename :
6002132
Link To Document :
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