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Stream-wise training #21

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Stream-wise training #21

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taroushirani
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@taroushirani taroushirani commented Oct 4, 2020 •
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Hello, I made sample implementation of stream-wise training.

  1. I added stream_wise_training flag to each nnsvs/bin/conf/train/model/*.yaml file. The models for each stream are defined as list. The checkpoints on stage 5 and stage 6 are defined as list whose length is equal to len(stream_sizes). For detail, please see egs/nit-song070/05-swt-world/run.sh.
  2. I removed stream_sizes, has_dynamic_features, etc from nnsvs/bin/conf/synthesis/config.yaml and changed to read them from the generated config files on stage 4, because their values should be equal to those used on training.

Please advise me to improve the quality.

@taroushirani
Squashed commit of the following:
5d01319 
commit 7c1eec6
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 22:33:30 2020 +0900

    Minor fix.

commit 0aeb40b
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 21:57:05 2020 +0900

    Minor fix

commit a7d55c5
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 21:56:27 2020 +0900

    Minor fix

commit 07c2cd4
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 21:54:03 2020 +0900

    Minor fix

commit 82c79c6
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 21:50:22 2020 +0900

    Minor fix

commit a7081af
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 21:43:51 2020 +0900

    Minor fix.

commit 21a5f2e
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 20:00:33 2020 +0900

    Minor fix.

commit 71b181f
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 20:00:23 2020 +0900

    Change acoustic model to LSTM

commit a4af62c
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 18:24:54 2020 +0900

    Generate stream-wise trained features in bulk.

commit a9f195f
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 18:00:59 2020 +0900

    Minor fix

commit f10fe15
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 17:59:30 2020 +0900

    Add stream-wise settings to stage 6

commit 7503a1c
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 17:59:20 2020 +0900

    Add stream-wise training feature.

commit f4d0814
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 17:59:06 2020 +0900

    Add stream-wise training feature.

commit 3c3186a
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 17:58:49 2020 +0900

    Delete unnecessary settings.

commit f1cd609
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 17:58:38 2020 +0900

    Add comment.

commit 49a2a5e
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 16:59:00 2020 +0900

    Change output filename

commit 8528de9
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 04:05:12 2020 +0900

    Change to generate stream_wise trained result

commit a184a35
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 03:34:46 2020 +0900

    Add stream_id

commit 0cc7b4f
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 03:32:27 2020 +0900

    Minor fix

commit 25cc049
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 03:20:44 2020 +0900

    Fix yaml

commit 09378db
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 03:18:39 2020 +0900

    Minor fix

commit f33d05a
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 02:52:52 2020 +0900

    fix typo.

commit 49fdaf2
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 02:47:55 2020 +0900

    Minor fix

commit 54c150d
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 02:42:02 2020 +0900

    Minor fix.

commit 556fe9c
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 02:29:53 2020 +0900

    Add stream_wise_training feature to train.py

commit b012dfa
Author: Tarou Shirani <taroushirani@gmail.com>
Date:   Sun Oct 4 01:54:22 2020 +0900

    Add stream_wise_training feature
@r9y9 r9y9 mentioned this pull request Nov 6, 2020
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