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Refinement of Enhanced Speech Using Hybrid-Median Filter and Harmonic Regeneration Approach

Refinement of Enhanced Speech Using Hybrid-Median Filter and Harmonic Regeneration Approach
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摘要 This study proposes a post-processor to improve the harmonic structure of a vowel in an enhanced speech, enabling the speech quality to be improved. Initially, a speech enhancement algorithm is employed to reduce the background noise for a noisy speech. Hence the enhanced speech is post-processed by a hybrid-median filter to reduce the musical effect of residual noise. Since the harmonic spectra are impacted by background noise and a speech enhancement process, the quality of a vowel is deteriorated. A harmonic regenerated method is developed to improve the quality of post-processed speech. Experimental results show that the proposed method can improve the quality of post-processed speech by adequately regenerating harmonic spectra. This study proposes a post-processor to improve the harmonic structure of a vowel in an enhanced speech, enabling the speech quality to be improved. Initially, a speech enhancement algorithm is employed to reduce the background noise for a noisy speech. Hence the enhanced speech is post-processed by a hybrid-median filter to reduce the musical effect of residual noise. Since the harmonic spectra are impacted by background noise and a speech enhancement process, the quality of a vowel is deteriorated. A harmonic regenerated method is developed to improve the quality of post-processed speech. Experimental results show that the proposed method can improve the quality of post-processed speech by adequately regenerating harmonic spectra.
出处 《Journal of Electronic Science and Technology》 CAS 2014年第3期293-298,共6页 电子科技学刊(英文版)
基金 supported by the NCS under Grant No.NSC 102-2221-E-468-004
关键词 Harmonic regeneration hybrid-median filter noise reduction POST-PROCESSING speech enhancement Harmonic regeneration,hybrid-median filter,noise reduction,post-processing,speech enhancement
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参考文献10

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