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The speech separation module of the system uses MVDR beamformers whose adaptation is guided by the voice activity classification.
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Finally, conclusion is presented in Section 4. Figure1 illustrates the proposed speech separation model, which is a multi-stage system, where initial segmentation module is improved and the smoothing module for auditory element mask based on the morphological image processing is added to CASA speech segregation system.
Cochannel speech separation aims to separate two speech signals from a single mixture.
This combination introduced the knowledge on speech perceptual quality in separation and constructed a direct link between separated speech and its perceptual quality for improving the performance of the speech separation.
Single-channel speech separation.
Figure 3 Sketch map of speech separation.
Figure 11 Results of voiced speech separation.
It does not address the problem of unvoiced speech separation.
This article proposes an improved CASA system for speech separation.
Both methods were applied to multiple speech separation problems.
Figure 1 Block diagram of the proposed speech separation system.
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