DeepComplexCRN

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ComplexBatchNorm在训练过程中内存占用不断升高

5

您好： 我发现把ComplexBatchNorm中的track_running_stats设置为True，在训练过程中的内存占用会不断上升，最终导致内存爆炸。请问您在训练DCCRN时没有出现该问题吗？ 谢谢； 祝好！

RuqiaoLiu

can your offer the log? Epoch 2, loss value is 12, is it right?

hdmjdp

关于训练数据和测试数据的长度

8

您好,感谢您优秀的工作! 在复现您的论文时,我们使用DNS数据集生成的30s语音进行训练和测试,但是最后的结果不是很理想,想请问一下论文中训练数据和测试数据的长度和格式是怎样的?谢谢!

violet2020

Model is effected by 56.25 msec into the future, not 37.5 as stated in paper

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It's easy enough to show the model's output at time t is effected by samples from t+900 (implying 56.25msec anti-causality). Simply put, if we enter a signal like [1,1,1...,1,inf,inf,inf], and...

urimerhav

Regarding PESQ score

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Would you please tell me which kind of PESQ score are you using in the paper? Is it narrowband PESQ or wideband PESQ? Because when I reproduce the code I...

ruizhecao96

train loss decrease. dev loss increase

1

zc1616

which pytorch, python version, does the project use ?

hieule88

convert to onnx error

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Thanks for the great work. When I tried to convert the model to onnx to measure exec time, there is an error. It seems onnx does not support atan2? How...

sailorbj

While studying, I'd like to reproduce your code. Please could you help

10

In dc_crn.py inputs and labels are random tensor. How could I process sample wav files? Is it right to change line 305 at dc_crn.py into some kind of wav file...

jiminbot20

Samples on reverberation set

1

Model seems only remove noise on samples but not reverberation, is that right? If the model can remove both noise and reverb?

xxoospring