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TF-GridNet training recipe for DNS Interspeech 2020 dataset#5710

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mergify[bot] merged 4 commits intoespnet:masterfrom
nateanl:master
Mar 25, 2024
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TF-GridNet training recipe for DNS Interspeech 2020 dataset#5710
mergify[bot] merged 4 commits intoespnet:masterfrom
nateanl:master

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@nateanl
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@nateanl nateanl commented Mar 20, 2024

This PR adds the configuration and evaluation results of TF-GridNet trained on DNS Interspeech 2020 dataset.

Results show that TF-GridNet is able to achieve high performance on reverberation set even though there is no reverberation added during training.

The results on non-reverberation set can be improved if the model is trained for more epochs, but that will hurt the scores in reverberation set due to overfitting. Hence we just train the model within 50 epochs to balance the performance.

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codecov bot commented Mar 20, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 76.61%. Comparing base (4162159) to head (4cfed17).
Report is 19 commits behind head on master.

Additional details and impacted files
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##           master    #5710      +/-   ##
==========================================
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==========================================
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Flag Coverage Δ
test_configuration_espnet2 ∅ <ø> (∅)
test_integration_espnet1 62.92% <ø> (ø)
test_integration_espnet2 48.85% <ø> (-0.04%) ⬇️
test_integration_espnetez 27.98% <ø> (-0.01%) ⬇️
test_python_espnet1 18.21% <ø> (-0.02%) ⬇️
test_python_espnet2 52.41% <ø> (-0.03%) ⬇️
test_python_espnetez 13.95% <ø> (+0.01%) ⬆️
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@sw005320
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Thanks, @nateanl!
Can you upload a model to the HF hub and put the link in README.md?

@nateanl
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nateanl commented Mar 21, 2024

Thanks @sw005320 for the review! I have added the HF model link.

@sw005320 sw005320 added the auto-merge Enable auto-merge label Mar 21, 2024
@sw005320 sw005320 added this to the v.202405 milestone Mar 22, 2024
@sw005320 sw005320 added the SE Speech enhancement label Mar 22, 2024
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Thanks a lot!
After the CI is passed, I'll merge it.

@mergify mergify bot merged commit f084317 into espnet:master Mar 25, 2024
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