Requirements for the evaluation of computational speech segregation systems.

  title={Requirements for the evaluation of computational speech segregation systems.},
  author={Tobias May and Torsten Dau},
  journal={The Journal of the Acoustical Society of America},
  volume={136 6},
Recent studies on computational speech segregation reported improved speech intelligibility in noise when estimating and applying an ideal binary mask with supervised learning algorithms. However, an important requirement for such systems in technical applications is their robustness to acoustic conditions not considered during training. This study demonstrates that the spectro-temporal noise variations that occur during training and testing determine the achievable segregation performance. In… CONTINUE READING
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