Training your own DeepSpeech model [Tips]

[alchemi5t]

I’ve left a decent answer here.

Fine-tuning DeepSpeech Model (CommonVoice-DATA)

This is not accurate. Check this out After one and a half years, I come back to my answer because my previous answer was wrong. Batch size impacts learning significantly. What happens when you put a batch through your network is that you average the gradients. The concept is that if your batch size is big enough, this will provide a stable enough estimate of what the gradient of the full dataset would be. By taking samples from your dataset, you estimate the gradient while reducing computati…

Please let me know if you have any new information or if you find this inconsistent.