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有没有计划支持AEC #39

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hfwanguanghui opened this issue Sep 18, 2024 · 6 comments
Open

有没有计划支持AEC #39

hfwanguanghui opened this issue Sep 18, 2024 · 6 comments

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@hfwanguanghui
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1.非常好的项目,请问作者有没有计划支持GTCRN的回声消除模型。

@Xiaobin-Rong
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你好,目前的计划是进一步优化该模型在SE中的性能,暂无拓展到AEC的计划~

@TungyuYoung
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你好,目前的计划是进一步优化该模型在SE中的性能,暂无拓展到AEC的计划~

Consider colabration? I have tried some extraordinary knowledge distillation methos which can improved the performance of GTCRN significantly.

@Xiaobin-Rong
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@TungyuYoung Yes, it's a great direction. I have tried vanilla knowledge distillation but improved little. So you have done it successfully?

@ercandogu-elevear
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@Xiaobin-Rong what kind of teacher model have you tried? I tried to expand the GTCRN model changing the channels and so on but the teacher model doesn't converge really well.

@Xiaobin-Rong
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@ercandogu-elevear Yes, I tried expanding GTCRN as teacher models. I also found similar phenomena of bad convergence when expanding GTCRN to a certain scale, for example, 6 GMacs. Actually, the phenomenon keeps the same when I change GTCRN to MTFAA. But if we modify the models from causal ones to non-causal ones, the convergence becomes normal.

@ercandogu-elevear
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@Xiaobin-Rong Is there any possibility you can share the teacher model? I am really interested in KD area, trying in for the first time, but I couldn't create a teacher model that converges well. Therefore I don't get any improvements.

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4 participants