yongxuUSTC / sednn

deep learning based speech enhancement using keras or pytorch, make it easy to use
http://staff.ustc.edu.cn/~jundu/The%20team/yongxu/demo/SE_DNN_taslp.html
334 stars 124 forks source link

about stoi #44

Closed ChangThinkTech closed 4 years ago

qiuqiangkong commented 5 years ago

您好,我当时主要观察了PESQ值,如果STOI值反而下降了,说明有些信息在增强的时候丢失了。

Best wishes,

Qiuqiang


From: only-yipie notifications@github.com Sent: 26 August 2019 05:58 To: yongxuUSTC/sednn sednn@noreply.github.com Cc: Subscribed subscribed@noreply.github.com Subject: [yongxuUSTC/sednn] about stoi (#44)

您好,麻烦再请教一个问题,我发现经过Dnn增强过的语音客观可懂度stoi值反倒下降了,然后我将网络换成rnn,也遇到了这个问题。请问您遇到过这个问题么?可能的原因是什么呢? 期待您的回复,祝您生活愉快!

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yongxuUSTC commented 5 years ago

请问你有没有观测PESQ,PESQ是否升高了吗?如果PESQ都没有变好,或者提升很小,在STOI上就很难体现出来,因为STOI的范围更小,在0-1之间

On Mon, 26 Aug 2019 at 17:18, only-yipie notifications@github.com wrote:

您好,那这个信息丢失,您觉得更可能是在哪个过程呢?是网络设计的问题呢?还是说数据预处理或者语音信号恢复的过程中?

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ChangThinkTech commented 5 years ago

@yongxuUSTC pesq有提升,平均下来大概是0.2-0.3这样子