JOURNAL ARTICLE

Single-channel speech dereverberation in acoustical environments

Abstract

Reverberated speech signals in acoustical environments produces some problems such as reducing speech intelligibility, distinguishing speakers, locating source, quality for hands-free telephony, hearing aid, etc. Adaptive filters can be applied to reduce the reverberation effects or to dereverberate the received speech signals at microphone. In this paper a dereverberation method is proposed by applying an inverse filter to the received speech signals. Different values of the Room Impulse Response are used in the dereverberation procedure and the results are compared. The results show a significant improvement in the quality of the received signal for the desired reverberant environment. Furthermore, the mean opinion score (MOS) of subjective listening quality (LQ) and objective quality score from the perceptual evaluation of speech quality (PESQ) of two different values of RIR coefficient are compared.

Keywords:
Reverberation Speech recognition Intelligibility (philosophy) PESQ Computer science Microphone Mean opinion score Inverse filter Speech enhancement Active listening Acoustics Impulse response Background noise Inverse Mathematics Engineering Telecommunications Psychology

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Topics

Speech and Audio Processing
Physical Sciences →  Computer Science →  Signal Processing
Advanced Adaptive Filtering Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Hearing Loss and Rehabilitation
Life Sciences →  Neuroscience →  Cognitive Neuroscience
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