Installing Kaldi

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gaurav gund

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Mar 25, 2021, 6:36:49 AM3/25/21
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Hi Povey! 

I am able to use pretrained kaldi models. I am planning to do training but installing Kaldi is so time-consuming and doing it on google colab is painful. Are there any workaround to reduce the time for kaldi installation? Are there any ways to avoid installing it everytime a google colab sessions is started.

Also, any full-fledge DNN based tutorial from scratch with code snippet will be helpful! 


Regards
Gaurav

Daniel Povey

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Mar 25, 2021, 7:37:22 AM3/25/21
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Perhaps colab is not the best place to run Kaldi, some kind of linux machine, in the cloud or not, might be more suitable.
the mini_librispeech recipe is pretty easy to run from scratch- but any DNN training will require access to a GPU.

Dan


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gaurav gund

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Mar 25, 2021, 8:30:15 AM3/25/21
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Will it be possible to train DNN using free GPU on colab?

Regards

itcor...@gmail.com

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Mar 25, 2021, 9:09:20 AM3/25/21
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It seems to be a little difficult to train on free Google Colab.
I recommend you rent such a GPU machine on https://vast.ai.

Best,
Charles.

gaurav gund

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Mar 25, 2021, 9:11:45 AM3/25/21
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Hi charles,

Could you suggest some tutorial for simpler models, I have aleeady tried pretrained models for decoding.

Regards

gaurav gund

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Mar 30, 2021, 8:21:18 AM3/30/21
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Hi,

Is there a way to speed-up “!make” commands while install kaldi?
I already tried ‘! make -j 4’ but all in vain.

Regards
Gaurav

Daniel Povey

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Mar 30, 2021, 10:50:08 AM3/30/21
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probably not, other than decreasing optimization level, e.g. change -O1 to -O0 in kaldi.mk
or use larger -j option

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