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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/10/09 07:08:28 UTC

[GitHub] mengjiexu commented on issue #12585: add speech recognition using gluon

mengjiexu commented on issue #12585: add speech recognition using gluon
URL: https://github.com/apache/incubator-mxnet/pull/12585#issuecomment-428084246
 
 
   I have used database thchs30 to train this model. In the early stage, the loss go down from 800 to 200,
   ( **I  tested the model when the loss is the lowest, the word accuracy almost 30%**) and after a few hours, it began to go up to thousand and million and at  the end nan. I have tried a lot of methods to train the model, such as using very small lr, using very deep network, using very small network, they are all failed. And so, I can't make sure that the network is good at the ASR work.

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