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
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;
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
DOI :
10.1109/ISCSLP.2012.6423514