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Communication Dans Un Congrès Année : 2005

Speech enhancement using harmonic regeneration

Résumé

This paper addresses the problem of single microphone speech enhancement in noisy environments. Common short-time noise reduction techniques introduce harmonic distortion in enhanced speech because of the non reliability of estimators for small signal-to-noise ratios. We propose a new method called Harmonic Regeneration Noise Reduction technique which solves this problem. A fully harmonic signal is calculated based on the distorted signal using a non-linearity to regenerate harmonics in an efficient way. This artificial signal is then used to compute a suppression gain able to preserve the speech harmonics. This method is theoretically analyzed, then objective and formal subjective results are given and show a significant improvement compared to classical noise reduction techniques.
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Dates et versions

inria-00482692 , version 1 (11-05-2010)

Identifiants

  • HAL Id : inria-00482692 , version 1

Citer

Cyril Plapous, Claude Marro, Pascal Scalart. Speech enhancement using harmonic regeneration. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'2005), Mar 2005, Philadelphia, United States. ⟨inria-00482692⟩
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