Comments (10)
Hi @jainal09,
We are working on it! :) I believe we will be able to upload some models soon.
Will update of course :)
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I dont understand why is this the problem. Because I have seen Nvidia open sourcing their Nemo asr model that was trained on WSJ dataset. - https://ngc.nvidia.com/catalog/models/nvidia:wsj_quartznet_15x5
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@adiyoss Is there any update as to when the pre trained model on librispeech will be available?
Edit:
I was wondering if you could please provide some information about the resources that were required to train the model to completion. Figure 4 in the paper shows the training over 60 hours but does not mention the hardware used. Was this on a single gpu or on hundreds of them?
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@adiyoss Hi, thanks for the repo. Is there any update on pretrained models?
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Great job. Expect pre-trained models.
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Hi @rafaelvalle,
Unfortunately, since the model was trained using the WSJ dataset, which is not publicly available, we can not legally release pre-trained models.
However, if you have access to this dataset you can train it on your own (all relevant details are in the repo). Another option is to train using the librimix dataset (based on librispeech).
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If anyone does train a model on any other dataset PLEASE do upload it and help us out, thanks
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Hi @jainal09,
We are working on it! :) I believe we will be able to upload some models soon.
Will update of course :)
Hello. Plan to train librimix dataset (based on librispeech) ?
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Hello, I tried to run the voice separation using the trained models available at https://ngc.nvidia.com/catalog/models/nvidia:wsj_quartznet_15x5 but got the following error
in deserialize_model klass = package['class'] KeyError: 'class'
Do you know how to fix this error and run voice separation on a custom .wav file?
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A pretrained model would be great :)
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Related Issues (20)
- RuntimeError: stack expects each tensor to be equal size HOT 3
- Execute make_dataset err(ValueError: low >= high) HOT 2
- make_dataset.py is slow to generate samples HOT 3
- fixed speaker HOT 2
- sisnr nan HOT 1
- Function 'DivBackward0' returned nan values in its 1th output HOT 2
- Anyone got good results?
- RuntimeError: Offset past EOF
- Please help me
- Pre trained model HOT 1
- How to train using TPU?
- got soundfile.LibsndfileError: <unprintable LibsndfileError object> when execute train.py HOT 7
- how to solve cuda out of memory when execute train.py ? have tried to reduce batch size to 1 but problem still persist HOT 1
- I need help with this problem: cannot import name 'get_ref_type' from 'omegaconf._utils'
- Transfer Learning/ Improving performance of the base model
- soundfile.LibsndfileError: <unprintable LibsndfileError object> HOT 2
- Modify the Loss function for Partial/or non overlapping data.
- Access is denied error
- TypeError: cannot unpack non-iterable AudioMetaData object HOT 1
- Invalid argument: num_frames must be -1 or greater than 0. HOT 3
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