Speech enhancement in transient noise environment using diffusion filtering
Recently, we have presented a transient noise reduction algorithm for speech signals that relies on non-local diffusion filtering. By exploiting the repetitive nature of transient noises we proposed a simple and efficient algorithm, which enabled suppression of various noise types. In this paper, we...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | Recently, we have presented a transient noise reduction algorithm for speech signals that relies on non-local diffusion filtering. By exploiting the repetitive nature of transient noises we proposed a simple and efficient algorithm, which enabled suppression of various noise types. In this paper, we incorporate a modified diffusion operator in order to obtain a more robust algorithm and further enhancement of the speech. We demonstrate the performance of the modified algorithm and compare it with a competing solution. We show that the proposed algorithm enables improved suppression of various transient interferences without any further computational burden. |
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ISSN: | 1520-6149 2379-190X |
DOI: | 10.1109/ICASSP.2010.5495146 |