Title :
Coherence-assisted Wiener filter binaural speech enhancement
Author :
Laska, Brady N M ; Bolic, Miodrag ; Goubran, Rafik A.
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON, Canada
Abstract :
In this work a multi-channel speech enhancement system is proposed for diffuse noise reduction in future binaural hearing aids. The system assumes a near-frontal target and exploits knowledge of the spatial coherence between the measurement signals to compute the noise reduction Wiener filter gains without the need for external voice-activity detection or noise estimation. The left and right channel gains are combined to produce a system with a binaural output that preserves interaural time and level differences. Experiments with speech and noise signals measured using hearing aids in real reverberant environments demonstrate the noise reduction and intelligibility preservation performance of the proposed system.
Keywords :
Wiener filters; hearing aids; speech enhancement; coherence assisted Wiener filter; multichannel speech enhancement system; near frontal target; noise reduction; spatial coherence; voice-activity detection; Acoustic noise; Auditory system; Hearing aids; Noise measurement; Noise reduction; Signal processing; Signal to noise ratio; Speech enhancement; Wiener filter; Working environment noise;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2010 IEEE
Conference_Location :
Austin, TX
Print_ISBN :
978-1-4244-2832-8
Electronic_ISBN :
1091-5281
DOI :
10.1109/IMTC.2010.5488166