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About Speech Enhancement scores on SUPERB leaderboard #1

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leo19941227 opened this issue Jun 9, 2023 · 1 comment
Open

About Speech Enhancement scores on SUPERB leaderboard #1

leo19941227 opened this issue Jun 9, 2023 · 1 comment

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@leo19941227
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leo19941227 commented Jun 9, 2023

Hi!

Thanks for the great repo!
I find that CCC-wav2vec 2.0 performs especially well on SUPERB SE task, surpassing WavLM Large with a large margin.
I am trying to reproduce it but I not yet successfully get the similar score. (PESQ around 3)
May I ask how did you fine-tune CCC-wav2vec 2.0 on SUPERB SE?
Specifically, what are the tuning hyper-parameters? (e.g. batch size and learning rate)
Thanks!

@leo19941227
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P.s. I tried the default batch size and learning rate 1e-4 and 5e-5, and adding --upstream_feature_normalize to apply layer norm on the representation, the best result I get is around 2.6 PESQ.

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