Daniel Povey
46ca1cd4c4
Add Decorrelate module that adds something to gradients in backward pass
2022-06-08 19:44:58 +08:00
Daniel Povey
9fb8645168
Implement JoinDropout
2022-06-08 16:17:42 +08:00
Daniel Povey
e7886d49a9
Bug fix
2022-06-08 11:05:29 +08:00
Daniel Povey
a83bde1372
Simplify implementation as current idea was not working to decorrelate
2022-06-08 10:24:41 +08:00
Daniel Povey
135be1e19c
Change dropout_rate from 0.2 to 0.1; fix logging statement; fix assignment to rand_scales, nonrand_scales to use [:]
2022-06-08 00:42:04 +08:00
Daniel Povey
a6050cb2de
Implement new, more principled but maybe slower version.
2022-06-07 23:38:38 +08:00
Daniel Povey
75c822c7e9
Pre and post-multiply by inv_sqrt_stddev,stddev
2022-06-07 20:32:18 +08:00
Daniel Povey
a270973b69
Add gaussian version of decorrelation
2022-06-07 18:55:48 +08:00
Daniel Povey
5d24489752
Have 2 scales on dropout
2022-06-07 18:31:42 +08:00
Daniel Povey
53ca61db7a
Reduce scale on decorrelation by 5, to 0.01
2022-06-07 17:10:54 +08:00
Daniel Povey
7c6d923d3f
Add decorrelation to joiner
2022-06-07 16:47:54 +08:00
Daniel Povey
cd6b707e2b
Various bug fixes
2022-06-07 16:45:32 +08:00
Daniel Povey
40a0934b4e
Implement GaussProjDrop
2022-06-07 11:51:24 +08:00
Daniel Povey
4352a16f57
Fix bug that relates to modifying U in place
2022-06-06 17:43:15 +08:00
Daniel Povey
31848dcd11
Randomize the projections
2022-06-06 16:07:28 +08:00
Daniel Povey
6fdb356315
Bug fix RE GPU device
2022-06-06 15:40:20 +08:00
Daniel Povey
71e927411a
Implement FixedProjDrop
2022-06-06 15:38:59 +08:00
Daniel Povey
28df3ba43f
Fix bug re half precision
2022-06-05 23:26:59 +08:00
Daniel Povey
d76aedb790
Make it work for half
2022-06-05 23:25:51 +08:00
Daniel Povey
e535887abb
Bug fixes.
2022-06-05 23:24:02 +08:00
Daniel Povey
136ffb0597
Add ProjDrop for axis-independent dropout
2022-06-05 23:00:48 +08:00
Fangjun Kuang
2f1e23cde1
Narrower and deeper conformer ( #330 )
...
* Copy files for editing.
* Add random combine from #229 .
* Minor fixes.
* Pass model parameters from the command line.
* Fix warnings.
* Fix warnings.
* Update readme.
* Rename to avoid conflicts.
* Update results.
* Add CI for pruned_transducer_stateless5
* Typo fixes.
* Remove random combiner.
* Update decode.py and train.py to use periodically averaged models.
* Minor fixes.
* Revert to use random combiner.
* Update results.
* Minor fixes.
2022-05-23 14:39:11 +08:00
Daniel Povey
4e23fb2252
Improve diagnostics code memory-wise and accumulate more stats. ( #373 )
...
* Update diagnostics, hopefully print more stats.
# Conflicts:
# egs/librispeech/ASR/pruned_transducer_stateless4b/train.py
* Remove memory-limit options arg
* Remove unnecessary option for diagnostics code, collect on more batches
2022-05-19 11:45:59 +08:00
Fangjun Kuang
f6ce135608
Various fixes to support torch script. ( #371 )
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* Various fixes to support torch script.
* Add tests to ensure that the model is torch scriptable.
* Update tests.
2022-05-16 21:46:59 +08:00
Fangjun Kuang
f23dd43719
Update results for libri+giga multi dataset setup. ( #363 )
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* Update results for libri+giga multi dataset setup.
2022-05-14 21:45:39 +08:00
Fangjun Kuang
7b7acdf369
Support --iter in export.py ( #360 )
2022-05-13 10:51:44 +08:00
Fangjun Kuang
aeb8986e35
Ignore padding frames during RNN-T decoding. ( #358 )
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* Ignore padding frames during RNN-T decoding.
* Fix outdated decoding code.
* Minor fixes.
2022-05-13 07:39:14 +08:00
Zengwei Yao
c059ef3169
Keep model_avg on cpu ( #348 )
...
* keep model_avg on cpu
* explicitly convert model_avg to cpu
* minor fix
* remove device convertion for model_avg
* modify usage of the model device in train.py
* change model.device to next(model.parameters()).device for decoding
* assert params.start_epoch>0
* assert params.start_epoch>0, params.start_epoch
2022-05-07 10:42:34 +08:00
Fangjun Kuang
32f05c00e3
Save batch to disk on exception. ( #350 )
2022-05-06 17:49:40 +08:00
Fangjun Kuang
e1c3e98980
Save batch to disk on OOM. ( #343 )
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* Save batch to disk on OOM.
* minor fixes
* Fixes after review.
* Fix style issues.
2022-05-05 15:09:23 +08:00
Fangjun Kuang
ac84220de9
Modified conformer with multi datasets ( #312 )
...
* Copy files for editing.
* Use librispeech + gigaspeech with modified conformer.
* Support specifying number of workers for on-the-fly feature extraction.
* Feature extraction code for GigaSpeech.
* Combine XL splits lazily during training.
* Fix warnings in decoding.
* Add decoding code for GigaSpeech.
* Fix decoding the gigaspeech dataset.
We have to use the decoder/joiner networks for the GigaSpeech dataset.
* Disable speed perturbe for XL subset.
* Compute the Nbest oracle WER for RNN-T decoding.
* Minor fixes.
* Minor fixes.
* Add results.
* Update results.
* Update CI.
* Update results.
* Fix style issues.
* Update results.
* Fix style issues.
2022-04-29 15:40:30 +08:00
Fangjun Kuang
caab6cfd92
Support specifying iteration number of checkpoints for decoding. ( #336 )
...
See also #289
2022-04-28 14:09:22 +08:00
pehonnet
9a98e6ced6
fix fp16 option in example usage ( #332 )
2022-04-25 18:51:53 +08:00
Guo Liyong
78418ac37c
fix comments
2022-04-13 13:09:24 +08:00
Daniel Povey
2a854f5607
Merge pull request #309 from danpovey/update_results
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Update results; will further update this before merge
2022-04-12 12:22:48 +08:00
Mingshuang Luo
93c60a9d30
Code style check for librispeech pruned transducer stateless2 ( #308 )
2022-04-11 22:15:18 +08:00
Daniel Povey
ead822477c
Fix rebase
2022-04-11 21:01:13 +08:00
Daniel Povey
e8eb0b94d9
Updating RESULTS.md; fix in beam_search.py
2022-04-11 21:00:11 +08:00
pkufool
a92133ef96
Minor fixes
2022-04-11 20:58:47 +08:00
pkufool
ddd8f9e15e
Minor fixes
2022-04-11 20:58:43 +08:00
pkufool
cc0d4ffa4f
Add mix precision support
2022-04-11 20:58:02 +08:00
Wei Kang
7012fd65b5
Support mix precision training on the reworked model ( #305 )
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* Add mix precision support
* Minor fixes
* Minor fixes
* Minor fixes
2022-04-11 16:49:54 +08:00
Daniel Povey
03c7c2613d
Fix docs in optim.py
2022-04-11 15:13:42 +08:00
Daniel Povey
5078332088
Fix adding learning rate to tensorboard
2022-04-11 14:58:15 +08:00
Daniel Povey
d5f9d49e53
Modify beam search to be efficient with current joienr
2022-04-11 12:35:29 +08:00
Daniel Povey
46d52dda10
Fix dir names
2022-04-11 12:03:41 +08:00
Daniel Povey
962cf868c9
Fix import
2022-04-10 15:31:46 +08:00
Daniel Povey
d1e4ae788d
Refactor how learning rate is set.
2022-04-10 15:25:27 +08:00
Daniel Povey
82d58629ea
Implement 2p version of learning rate schedule.
2022-04-10 13:50:31 +08:00
Daniel Povey
da50525ca5
Make lrate rule more symmetric
2022-04-10 13:25:40 +08:00
