baidu-research / ba-dls-deepspeech

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Diverge with augmented data #17

Open a00achild1 opened 7 years ago

a00achild1 commented 7 years ago

I'm trying to train a model with augmented LibriSpeech train-other-500 dataset. The speech was augmented by adding noise and changing the tempo. But the loss couldn't converge. I have tried letting the learning rate small(1e-5), adding more GRU units, or adding more nodes, but none of these works. Is anyone has a solution or suggestions? plot_7rnn1200_libri500_aug