DocumentCode :
1625559
Title :
Utterance Voice Acquisition Using a Fusion of Source Separation and Lip Region Extraction
Author :
Yamaguchi, Tetsuji ; Hamada, Nozomu
Author_Institution :
Dept. of Syst. Design Eng., Keio Univ., Yokohama
fYear :
2006
Firstpage :
1697
Lastpage :
1700
Abstract :
We propose a method for obtaining only utterance voice from among various kinds of sounds in real environment. The method is based on the fusion of audio and visual information. It is difficult to obtain only specific utterance voice in real environment using single mode information on either audio or visual. In the fields of human interface, specific voice acquisition technique in real environment needs to develop for hands free systems. The proposed method combines sound source separation and image-processing which estimate a speaker´s location by color transformation and a proposed filter. We use a time-frequency masking as sound blind source separation, and image-processing to extract a speaker´s lip region. Separated voice and sound source directions are obtained by microphone array, and a speaker´s direction is obtained by video camera. We consider the sound´s direction that contains lip region as a speaker´s direction. By fusing information obtained from above methods, we could get only utterance voice in real environment. The proposed method is applied in real environment and results of the experiment are shown
Keywords :
feature extraction; image colour analysis; image fusion; microphone arrays; speaker recognition; speech; image fusion; lip region extraction; microphone array; sound blind source separation; speaker recognition; time-frequency masking; utterance voice acquisition; Acoustical engineering; Colored noise; Data mining; Design engineering; Humans; Microphone arrays; Source separation; Speech; Systems engineering and theory; Time frequency analysis; HSV color space transformation; W-disjoint orthogonality; blind source separation; lip region extraction; multi-modality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
Type :
conf
DOI :
10.1109/SICE.2006.315665
Filename :
4109247
Link To Document :
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