Title :
Speech enhancement using transfer function ratio beamformer and matched filter array
Author :
Hu, Jwu-Sheng ; Yang, Chia-Hsing
Author_Institution :
Dept. of Electr. & Control Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
Human machine interface for speech processing often suffers from interferences which contain nonstationary signal, stationary signal and reverberation. In this paper, we consider two speech sources in the reverberant and noisy environment and we develop a speech enhancement approach to extract desired speech signal from the corrupt observations. The proposed method uses transfer function ratio beamformer, Hinfin adaptive filter algorithm and matched filter array to perform speech enhancement as well as dereverberation at two stages. The desired speech is extracted at the first stage and the extracted speech which contains reverberation is de-reverberated at the second stage.
Keywords :
adaptive filters; array signal processing; noise (working environment); reverberation; speech enhancement; user interfaces; adaptive filter algorithm; dereverberation; human machine interface; matched filter array; noisy environment; nonstationary signal; reverberant environment; reverberation; speech enhancement; speech processing; speech signal extraction; speech sources; stationary signal; transfer function ratio beamformer; Adaptive filters; Humans; Interference; Matched filters; Reverberation; Signal processing; Speech enhancement; Speech processing; Transfer functions; Working environment noise;
Conference_Titel :
Information and Automation, 2009. ICIA '09. International Conference on
Conference_Location :
Zhuhai, Macau
Print_ISBN :
978-1-4244-3607-1
Electronic_ISBN :
978-1-4244-3608-8
DOI :
10.1109/ICINFA.2009.5205092