sangeet2020
commited on
Commit
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2d9ca62
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Parent(s):
cb4cffd
Upload 5 files
Browse files- 32_char.model +3 -0
- 32_char.vocab +32 -0
- model.ckpt +3 -0
- train_log.txt +21 -0
- wav2vec2.ckpt +3 -0
32_char.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:5f8dff0b4a7db47d10d799a500b5eed0b855118b7a65621e460fa548cd1b4e80
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size 238063
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32_char.vocab
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<unk> 0
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▁ -1.94859
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E -1.95272
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N -2.51278
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I -2.63199
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R -2.70824
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S -2.88652
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T -2.89737
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A -3.02347
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D -3.17006
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H -3.29888
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L -3.43938
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U -3.4545
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G -3.67497
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C -3.7237
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B -4.03823
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V -4.86171
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Ü -5.25835
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Ä -5.32769
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Ö -6.0473
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J -6.31456
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ß -6.52914
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Y -6.66424
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X -7.65394
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Q -8.3889
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model.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e98f6fcd53400ac554b38c50e4a1926435690ff35f24565177cde5e4b27f692
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size 12782432
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train_log.txt
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epoch: 1, time: 03:17:31, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 2.31e-01 - valid loss: 1.40e-01, valid CER: 3.49, valid WER: 15.22
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epoch: 2, time: 03:23:02, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 1.21e-01 - valid loss: 1.19e-01, valid CER: 2.99, valid WER: 12.90
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epoch: 3, time: 03:22:42, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 9.86e-02 - valid loss: 1.09e-01, valid CER: 2.79, valid WER: 11.96
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epoch: 4, time: 03:27:38, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 8.63e-02 - valid loss: 1.06e-01, valid CER: 2.64, valid WER: 11.19
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epoch: 5, time: 03:30:05, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 7.85e-02 - valid loss: 1.04e-01, valid CER: 2.55, valid WER: 10.78
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epoch: 6, time: 03:24:20, lr_model: 1.00e+00, lr_wav2vec: 1.00e-04 - train loss: 7.23e-02 - valid loss: 1.07e-01, valid CER: 2.59, valid WER: 10.83
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epoch: 7, time: 34:28, lr_model: 8.00e-01, lr_wav2vec: 9.00e-05 - train loss: 6.40e-02 - valid loss: 1.00e-01, valid CER: 2.33, valid WER: 9.89
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epoch: 8, time: 05:20:09, lr_model: 8.00e-01, lr_wav2vec: 9.00e-05 - train loss: 5.97e-02 - valid loss: 1.04e-01, valid CER: 2.33, valid WER: 9.81
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epoch: 9, time: 05:12:53, lr_model: 6.40e-01, lr_wav2vec: 8.10e-05 - train loss: 5.35e-02 - valid loss: 9.58e-02, valid CER: 2.25, valid WER: 9.50
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epoch: 10, time: 05:10:59, lr_model: 6.40e-01, lr_wav2vec: 8.10e-05 - train loss: 5.03e-02 - valid loss: 9.88e-02, valid CER: 2.19, valid WER: 9.26
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epoch: 11, time: 01:20:53, lr_model: 5.12e-01, lr_wav2vec: 7.29e-05 - train loss: 4.56e-02 - valid loss: 9.52e-02, valid CER: 2.12, valid WER: 8.93
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epoch: 12, time: 03:35:14, lr_model: 5.12e-01, lr_wav2vec: 7.29e-05 - train loss: 4.31e-02 - valid loss: 9.69e-02, valid CER: 2.10, valid WER: 8.91
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epoch: 13, time: 03:38:26, lr_model: 4.10e-01, lr_wav2vec: 6.56e-05 - train loss: 3.92e-02 - valid loss: 9.36e-02, valid CER: 1.99, valid WER: 8.49
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epoch: 14, time: 03:24:41, lr_model: 4.10e-01, lr_wav2vec: 6.56e-05 - train loss: 3.74e-02 - valid loss: 9.43e-02, valid CER: 2.05, valid WER: 8.72
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epoch: 15, time: 03:28:39, lr_model: 3.28e-01, lr_wav2vec: 5.90e-05 - train loss: 3.41e-02 - valid loss: 9.55e-02, valid CER: 1.95, valid WER: 8.25
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epoch: 16, time: 03:25:35, lr_model: 2.62e-01, lr_wav2vec: 5.31e-05 - train loss: 3.08e-02 - valid loss: 1.03e-01, valid CER: 1.93, valid WER: 8.21
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epoch: 17, time: 03:30:17, lr_model: 2.10e-01, lr_wav2vec: 4.78e-05 - train loss: 2.78e-02 - valid loss: 1.01e-01, valid CER: 1.84, valid WER: 7.89
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epoch: 18, time: 03:33:36, lr_model: 2.10e-01, lr_wav2vec: 4.78e-05 - train loss: 2.60e-02 - valid loss: 9.95e-02, valid CER: 1.85, valid WER: 7.95
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epoch: 19, time: 03:33:40, lr_model: 2.10e-01, lr_wav2vec: 4.78e-05 - train loss: 2.48e-02 - valid loss: 1.08e-01, valid CER: 1.83, valid WER: 7.91
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epoch: 20, time: 03:29:48, lr_model: 1.68e-01, lr_wav2vec: 4.30e-05 - train loss: 2.27e-02 - valid loss: 1.06e-01, valid CER: 1.79, valid WER: 7.73
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Epoch loaded: 20 - test loss: 1.31e-01, test CER: 2.24, test WER: 8.98
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wav2vec2.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2e60cc28181543996f18984ced3b9313d31936e37c733ffe1ef9cb39ec3d06a2
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size 1262004913
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