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Can the pretrained model suppot these waveform where target sound is far-field? #12

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NewEricWang opened this issue Dec 2, 2021 · 2 comments

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@NewEricWang
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I tried to use the test script for restoring my audio, but I obtained worse performance.
I suspect the model only supports target sound from close field.

@haoheliu
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haoheliu commented Dec 2, 2021

Yes, some far-field voices may be treated as noise by the model. And during training, the distance between source and microphone is sampled in this Gaussian distribution: N(μ, σ2), μ = 2, σ = 4, which is usually not that far. So the model may become worse for the far-field voice.

@NewEricWang
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In my case, it works for test speech from 1 meter distance. But it seems worse performance for test speech from 2 meter distance. More distortion is found in processed target speech while less reverberation and noise are gained.

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