INTERSPEECH 2006 - ICSLP
Ninth International Conference on Spoken Language Processing

Pittsburgh, PA, USA
September 17-21, 2006

Improved Hybrid Microphone Array Post-Filter by Integrating a Robust Speech Absence Probability Estimator for Speech Enhancement

Junfeng Li (1), Masato Akagi (2), Y˘iti Suzuki (1)

(1) Tohoku University, Japan; (2) JAIST, Japan

To improve the performance of multi-channel speech enhancement algorithms, we previously proposed a hybrid Wiener post-filter for microphone arrays under the assumption of a diffuse noise field [4]. In this paper, considering the speech presence uncertainty, we further improve the hybrid post-filter presented before by integrating a novel robust estimator for the a priori speech absence probability, which makes full use of the correlation characteristics of the noises on different microphone pairs and hence offers the much more accurate speech absence probability estimates. The effectiveness of this improved hybrid post-filter was finally confirmed by the experiments using multi-channel recordings in various car environments.

Full Paper

Bibliographic reference.  Li, Junfeng / Akagi, Masato / Suzuki, Y˘iti (2006): "Improved hybrid microphone array post-filter by integrating a robust speech absence probability estimator for speech enhancement", In INTERSPEECH-2006, paper 1035-Wed3FoP.1.