A two-stage algorithm for one-microphone reverberant speech enhancement

Mingyang Wu, DeLiang Wang
2006 IEEE Transactions on Audio, Speech, and Language Processing  
Under noise-free conditions, the quality of reverberant speech is dependent on two distinct perceptual components: coloration and long-term reverberation. They correspond to two physical variables: signal-to-reverberant energy ratio (SRR) and reverberation time, respectively. Inspired by this observation, we propose a two-stage reverberant speech enhancement algorithm using one microphone. In the first stage, an inverse filter is estimated to reduce coloration effects or increase SRR. The
more » ... stage employs spectral subtraction to minimize the influence of long-term reverberation. The proposed algorithm significantly improves the quality of reverberant speech. A comparison with a recent enhancement algorithm is made on a corpus of speech utterances in a number of reverberant conditions, and the results show that our algorithm performs substantially better.
doi:10.1109/tsa.2005.858066 fatcat:eyjj423sfneyfi3bnq22lvj7nq