DocumentCode :
150183
Title :
Post-filter design for speech enhancement in various noisy environments
Author :
Niwa, Kenta ; Hioka, Yusuke ; Kobayashi, Kaoru
Author_Institution :
NTT Media Intell. Labs., Japan
fYear :
2014
fDate :
8-11 Sept. 2014
Firstpage :
35
Lastpage :
39
Abstract :
A microphone array post-filter design effective in various noise environments is proposed for implementation in a hands-free speech interface. Although various post-filter designs have been studied, few methods have been effective in practical use since different types of sound sources, such as spatially coherent target/interference sources and incoherent background noise, are included in the observation signals. This paper describes a post-filter that was designed after estimating the power spectral density (PSD) of each target/interference source and background noise to reduce the estimation error of the post-filter. This was achieved by assuming that the background noise was composed of stationary signals. Through experiments involving four microphones, we confirmed that our proposed method works well in certain noisy environments.
Keywords :
array signal processing; microphone arrays; speech enhancement; PSD; estimation error reduction; hands-free speech interface; incoherent background noise; microphone array post-filter design; power spectral density; sound sources; spatially coherent target-interference sources; speech enhancement; Arrays; Estimation; Interference; Microphones; Noise; Noise measurement; Speech; Speech enhancement; beam-forming; microphone array; post-filter; power spectral density;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustic Signal Enhancement (IWAENC), 2014 14th International Workshop on
Conference_Location :
Juan-les-Pins
Type :
conf
DOI :
10.1109/IWAENC.2014.6953331
Filename :
6953331
Link To Document :
بازگشت