DocumentCode :
491880
Title :
The concept of narrow sound channel using binary time frequency masking for speech recognition of intelligent service robots
Author :
Jang, Hyukjoon ; Song, Jaiyoun ; Jeong, Hong
Author_Institution :
Dept of Info. Technol., POSTECH, Pohang
Volume :
02
fYear :
2009
fDate :
15-18 Feb. 2009
Firstpage :
1325
Lastpage :
1328
Abstract :
In this paper, we propose a speech recognition system with a narrow sound channel for intelligent service robots in noisy environments. The narrow sound channel is obtained by using time delay between two array microphone inputs used in the degenerate unmixing estimation technique (DUET). In the proposed system, the voice from a specific direction only passes through the sound channel, while unwanted voices from any other direction are removed. The recognition results showed that the performance of the proposed system, using a stereo microphone is higher than the normal voice recognizer, using a single ultra directional microphone, without this method.
Keywords :
delays; intelligent robots; microphone arrays; service robots; speech intelligibility; speech recognition; stereo image processing; time-frequency analysis; binary time frequency masking; degenerate unmixing estimation technique; intelligent service robot; narrow sound channel; speech recognition; stereo microphone array; time delay; Attenuation; Clustering algorithms; Delay effects; Delay estimation; Independent component analysis; Intelligent robots; Microphone arrays; Service robots; Speech recognition; Time frequency analysis; Degenerate Unmixing Estimation Technique; Narrow Sound Channel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Communication Technology, 2009. ICACT 2009. 11th International Conference on
Conference_Location :
Phoenix Park
ISSN :
1738-9445
Print_ISBN :
978-89-5519-138-7
Electronic_ISBN :
1738-9445
Type :
conf
Filename :
4809658
Link To Document :
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