DocumentCode
3124870
Title
TDOA information based vad for robust speech recognition in directional and diffuse noise field
Author
Kuan-Lang Huang ; Tai-Shih Chi
Author_Institution
Dept. of Electr. & Comput. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fYear
2012
fDate
5-8 Dec. 2012
Firstpage
126
Lastpage
130
Abstract
A two-microphone algorithm is proposed to improve automatic speech recognition (ASR) rates when target speech is corrupted by directional interferences and diffuse noise simultaneously. The algorithm adopts the time difference of arrival (TDOA) to suppress directional interferences and a TDOA-information based voice activity detector (VAD) to suppress diffuse noise. Simulation results show the proposed algorithm is effective in improving ASR rates in a sound field mixed with a directional interference and diffuse noise. Compared with the phase difference (PD) algorithm, the proposed method gives comparable recognition rates when facing a directional interference and much higher and more robust recognition rates when diffuse noise emerges.
Keywords
audio signal processing; interference (signal); microphone arrays; noise abatement; speech recognition; time-of-arrival estimation; ASR rate improvement; TDOA-information based voice activity detector; VAD; automatic speech recognition rate improvement; diffuse noise suppression; directional interference suppression; sound field; target speech; time difference-of-arrival; two-microphone algorithm; Databases; Interference; Microphone arrays; Noise; Speech; Speech recognition; Diffuse noise; directional interference; phase difference; time difference of arrival; voice activity detector;
fLanguage
English
Publisher
ieee
Conference_Titel
Chinese Spoken Language Processing (ISCSLP), 2012 8th International Symposium on
Conference_Location
Kowloon
Print_ISBN
978-1-4673-2506-6
Electronic_ISBN
978-1-4673-2505-9
Type
conf
DOI
10.1109/ISCSLP.2012.6423514
Filename
6423514
Link To Document