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How much time does it take to train this model?

Open HusainKapadia opened this issue 5 years ago • 3 comments

Can you please mention the training time for this model for the given configurations?

HusainKapadia avatar Jul 05 '19 15:07 HusainKapadia

1 day for the prior model using 4 gpus, and 5 days for the likelihood model.

auspicious3000 avatar Jul 08 '19 12:07 auspicious3000

Okay, thank you for the reply. I have one more doubt, The input data of 20477 samples, would be how many milliseconds in speech? What is the sampling frequency in your case? Also your paper mentions that the receptive field size should be blocks*(2^L -1), then in this case shouldn't the input be 4096 samples?

HusainKapadia avatar Jul 08 '19 13:07 HusainKapadia

Sampling rate is 16000 Hz The receptive field size in this case means the length of history or future dependencies. 20477 = 16384 + 4093

auspicious3000 avatar Jul 08 '19 13:07 auspicious3000