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Published 20 hours ago • verified publisher icon noahchalifour

Perf on device

Open kezakool opened this issue 4 years ago • 2 comments

Hi,

Thanks for your work this is great! i found the same paper this morning, telling my self it would be something to implement it :) have you tried it on mobile device for real time streaming speech reco? i was asking my self if the model described in the paper wasn't to big, needing all theses perf optimizations?

cheers,

Kezak

kezakool avatar Jan 21 '20 14:01 kezakool

I haven't been able to train a model with in the parameters specified in the paper (training time and resources are limited), I am currently training a much smaller model to see if I can get relatively good performance on mobile devices.

I am also looking at optimizing the training procedure and if you find any optimizations you can think of, please submit a PR request

noahchalifour avatar Jan 21 '20 17:01 noahchalifour

hi Noah, i found somes ideas for training optimizations in this paper that may help : https://arxiv.org/pdf/1909.12415.pdf

kezakool avatar Feb 03 '20 15:02 kezakool