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🔗 Source: sython.org
📊 Size: 7.01 MB
📄 Pages: 6 pages
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Summary

Musical noise, artifacts generated by nonlinear signal processing, causes a negative effect on the auditory impression. The proposed method applies kurtosis matching to DNN-based speech enhancement to reduce musical noise. The kurtosis discrepancy (KD) is defined as a measure of the difference in kurtosis between the observed signal and the enhanced signal. The scaled kurtosis discrepancy (SKD) is used to evaluate the kurtosis discrepancy. The proposed method uses a soft mask-based DNN speech enhancement with a loss function that includes the SKD as a regularization term. The experimental results show that the proposed method can reduce musical noise while maintaining noise reduction performance. The proposed method is evaluated using objective and subjective measures, and the results demonstrate its effectiveness in reducing musical noise and improving speech quality.

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Description

Musical noise, artifacts generated by nonlinear signal processing, causes a negative effect on the auditory impression.

Technical Information

  • File Format: PDF
  • File Size: 7.01 MB
  • Pages: 6
  • Language: EN
  • Total Downloads: 120
  • Last Updated: 3 hours ago

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