82 Commits

Author SHA1 Message Date
Mingshuang Luo
2cb1618c95
[Ready to merge] Pruned transducer stateless5 recipe for tal_csasr (mix Chinese chars and English BPE) (#428)
* add pruned transducer stateless5 recipe for tal_csasr

* do some changes for merging

* change for conformer.py

* add wer and cer for Chinese and English respectively

* fix a error for conformer.py
2022-06-28 11:02:10 +08:00
Wei Kang
6e609c67a2
Using streaming conformer as transducer encoder (#380)
* support streaming in conformer

* Add more documents

* support streaming on pruned_transducer_stateless2; add delay penalty; fixes for decode states

* Minor fixes

* streaming for pruned_transducer_stateless4

* Fix conv cache error, support async streaming decoding

* Fix style

* Fix style

* Fix style

* Add torch.jit.export

* mask the initial cache

* Cutting off invalid frames of encoder_embed output

* fix relative positional encoding in streaming decoding for compution saving

* Minor fixes

* Minor fixes

* Minor fixes

* Minor fixes

* Minor fixes

* Fix jit export for torch 1.6

* Minor fixes for streaming decoding

* Minor fixes on decode stream

* move model parameters to train.py

* make states in forward streaming optional

* update pretrain to support streaming model

* update results.md

* update tensorboard and pre-models

* fix typo

* Fix tests

* remove unused arguments

* add streaming decoding ci

* Minor fix

* Minor fix

* disable right context by default
2022-06-28 00:18:54 +08:00
ezerhouni
0475d75d15
[Ready to be merged] Add RNN-LM to Conformer-CTC decoding (#439) 2022-06-23 19:37:03 +08:00
Fangjun Kuang
dc89b61b80
Add fast_beam_search_nbest. (#420)
* Add fast_beam_search_nbest.

* Fix CI errors.

* Fix CI errors.

* More fixes.

* Small fixes.

* Support using log_add in LG decoding with fast_beam_search.

* Support LG decoding in pruned_transducer_stateless

* Support LG for pruned_transducer_stateless2.

* Support LG for fast beam search.

* Minor fixes.
2022-06-22 00:09:25 +08:00
Fangjun Kuang
f1abce72f8
Use jsonl for CutSet in the LibriSpeech recipe. (#397)
* Use jsonl for cutsets in the librispeech recipe.

* Use lazy cutset for all recipes.

* More fixes to use lazy CutSet.

* Remove force=True from logging to support Python < 3.8

* Minor fixes.

* Fix style issues.
2022-06-06 10:19:16 +08:00
LIyong.Guo
c4ee2bc0af
[Ready to merge]stateless6: states4 + hubert distillation. (#387)
* a copy of stateless4 as base

* distillation with hubert

* fix typo

* example usage

* usage

* Update egs/librispeech/ASR/pruned_transducer_stateless6/hubert_xlarge.py

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>

* fix comment

* add results of 100hours

* Update egs/librispeech/ASR/pruned_transducer_stateless6/hubert_xlarge.py

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>

* Update egs/librispeech/ASR/pruned_transducer_stateless6/hubert_xlarge.py

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>

* check fairseq and quantization

* a short intro to distillation framework

* Update egs/librispeech/ASR/pruned_transducer_stateless6/hubert_xlarge.py

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>

* add intro of statless6 in README

* fix type error of dst_manifest_dir

* Update egs/librispeech/ASR/pruned_transducer_stateless6/hubert_xlarge.py

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>

* make export.py call stateless6/train.py instead of stateless2/train.py

* update results by stateless6

* adjust results format

* fix typo

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>
2022-05-28 12:37:50 +08:00
Mingshuang Luo
ec5a112831
[Ready to merge] Do some coding style checks for the latest files (#379)
* style check

* do changes for .flake8

* a change for compute_fbank_yesno.py
2022-05-20 19:30:38 +08:00
Daniel Povey
5230e73e41 Small fixes 2022-05-19 12:49:00 +08:00
Daniel Povey
c0fdfabaf3 Remove memory-limit options arg 2022-05-19 11:30:56 +08:00
Daniel Povey
c2c46ea023 Update diagnostics, hopefully print more stats.
# Conflicts:
#	egs/librispeech/ASR/pruned_transducer_stateless4b/train.py
2022-05-19 11:29:31 +08:00
Fangjun Kuang
cd460f7bf1
Stringify torch.__version__ before serializing it. (#354) 2022-05-07 17:18:34 +08:00
Zengwei Yao
20f092e709
Support decoding with averaged model when using --iter (#353)
* support decoding with averaged model when using --iter

* minor fix

* monir fix of copyright date
2022-05-07 13:09:11 +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
Zengwei Yao
00c48ec1f3
Model average (#344)
* First upload of model average codes.

* minor fix

* update decode file

* update .flake8

* rename pruned_transducer_stateless3 to pruned_transducer_stateless4

* change epoch number counter starting from 1 instead of 0

* minor fix of pruned_transducer_stateless4/train.py

* refactor the checkpoint.py

* minor fix, update docs, and modify the epoch number to count from 1 in the pruned_transducer_stateless4/decode.py

* update author info

* add docs of the scaling in function average_checkpoints_with_averaged_model
2022-05-05 21:20:04 +08:00
Fangjun Kuang
9aeea3e1af
Support averaging models with weight tying. (#333) 2022-04-26 13:32:03 +08:00
Wang, Guanbo
5fe58de43c
GigaSpeech recipe (#120)
* initial commit

* support download, data prep, and fbank

* on-the-fly feature extraction by default

* support BPE based lang

* support HLG for BPE

* small fix

* small fix

* chunked feature extraction by default

* Compute features for GigaSpeech by splitting the manifest.

* Fixes after review.

* Split manifests into 2000 pieces.

* set audio duration mismatch tolerance to 0.01

* small fix

* add conformer training recipe

* Add conformer.py without pre-commit checking

* lazy loading and use SingleCutSampler

* DynamicBucketingSampler

* use KaldifeatFbank to compute fbank for musan

* use pretrained language model and lexicon

* use 3gram to decode, 4gram to rescore

* Add decode.py

* Update .flake8

* Delete compute_fbank_gigaspeech.py

* Use BucketingSampler for valid and test dataloader

* Update params in train.py

* Use bpe_500

* update params in decode.py

* Decrease num_paths while CUDA OOM

* Added README

* Update RESULTS

* black

* Decrease num_paths while CUDA OOM

* Decode with post-processing

* Update results

* Remove lazy_load option

* Use default `storage_type`

* Keep the original tolerance

* Use split-lazy

* black

* Update pretrained model

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>
2022-04-14 16:07:22 +08:00
Guo Liyong
78418ac37c fix comments 2022-04-13 13:09:24 +08:00
Mingshuang Luo
93c60a9d30
Code style check for librispeech pruned transducer stateless2 (#308) 2022-04-11 22:15:18 +08:00
Daniel Povey
6eb6d9b4cd
Merge pull request #288 from danpovey/reworked_model
Reworked model
2022-04-11 15:03:08 +08:00
Wei Kang
f721a2fd7a
Minor fixes for logging (#296)
* Minor fixes for logging

* Minor fix
2022-04-10 23:34:18 +08:00
Zengwei Yao
08473a17aa
Modify init (#301)
* update icefall/__init__.py to import more common functions.

* update icefall/__init__.py

* make imports style consistent.

* exclude black check for icefall/__init__.py in pyproject.toml.
2022-04-10 23:29:28 +08:00
Daniel Povey
d1e4ae788d Refactor how learning rate is set. 2022-04-10 15:25:27 +08:00
Fangjun Kuang
7c0070e6f6
Display torch version in the training log. (#299) 2022-04-08 11:39:54 +08:00
Zengwei Yao
ceeb95bcb8
update icefall/__init__.py to import more common functions. (#294) 2022-04-06 11:55:29 +08:00
Fangjun Kuang
87cf9231ea
Support specifying iteration number of checkpoints for decoding. (#289) 2022-04-03 13:02:08 +08:00
Zengwei Yao
0b6a2213c3
Modify icefall/__init__.py. (#287)
* Modify icefall/__init__.py to import common functions defined in icefall/utils.py.

* Modify icefall/__init__.py and .flake8.
2022-04-02 15:01:45 +08:00
LIyong.Guo
fc40bfea82
fix typo of torch.eig (#281)
Co-authored-by: glynpu <glynwpu@qq.com>
2022-03-31 10:43:46 +08:00
Mingshuang Luo
f686635b54
Update diagnostics (#260)
* update diagnostics.py
2022-03-30 14:52:55 +08:00
Fangjun Kuang
ae564f91e6
Periodically saving checkpoint after processing given number of batches (#259)
* Periodically saving checkpoint after processing given number of batches.
2022-03-20 23:51:33 +08:00
Mingshuang Luo
518ec6414a
Update diagnostics.py (#254)
* update diagnostics.py

* do some changes
2022-03-16 20:17:45 +08:00
yaozengwei
ad62981765
Add diagnostics (#230)
* Adding diagnostics code...

* Move diagnostics code from local dir to the shared icefall dir

* Remove the diagnostics code in the local dir

* Update docs of arguments, and remove stats_types() function in TensorDiagnosticOptions object.

* Update docs of arguments.

* Add copyright information.

* Corrected the time in copyright information.

Co-authored-by: Daniel Povey <dpovey@gmail.com>
2022-03-04 15:38:23 +08:00
Fangjun Kuang
cbf8c18ebd
Minor fixes for aishell (#218)
* Minor fixes to aishell.

* Minor fixes.
2022-02-19 22:28:19 +08:00
Wei Kang
b702281e90
Use k2 pruned transducer loss to train conformer-transducer model (#194)
* Using k2 pruned version transducer loss to train model

* Fix style

* Minor fixes
2022-02-17 13:33:54 +08:00
Wang, Guanbo
e8eb408760
Incremental pruning threshold (#214)
* Incremental pruning threshold

* flake8

* black

* minor fix
2022-02-16 16:59:27 +08:00
Wang, Guanbo
be1c86b06c
print num_frame as %.2f (#204) 2022-02-08 14:56:58 +08:00
Piotr Żelasko
f92c24a73a
Merge branch 'master' into feature/libri-conformer-phone-ctc 2022-01-24 10:18:56 -05:00
Piotr Żelasko
f0f35e6671 black 2022-01-21 17:22:41 -05:00
Piotr Żelasko
3d109b121d Remove train_phones.py and modify train.py instead 2022-01-21 17:08:53 -05:00
huangruizhe
298faabb90
minor fixes 2022-01-02 23:38:33 -08:00
huangruizhe
7577b08bed
fixed the mistake 2022-01-02 23:32:43 -08:00
huangruizhe
82c8fac6ee
fixed a case where BOW can have problem to compute (ZeroDivisionError) 2022-01-02 15:29:50 -08:00
huangruizhe
0a67015d63
Update make_kn_lm.py 2022-01-02 00:27:27 -08:00
huangruizhe
49aab7e658
Update make_kn_lm.py
Fixed issue #163
2022-01-02 00:14:27 -08:00
Fangjun Kuang
95af039733
RNN-T training for yesno. (#141)
* RNN-T training for yesno.

* Rename Jointer to Joiner.
2021-12-07 21:44:37 +08:00
Fangjun Kuang
ec591698b0
Associate a cut with token alignment (without repeats) (#125)
* WIP: Associate a cut with token alignment (without repeats)

* Save framewise alignments with/without repeats.

* Minor fixes.
2021-11-29 18:50:54 +08:00
Fangjun Kuang
0e541f5b5d
Print hostname and IP address to the log. (#131)
We are using multiple machines to do various experiments. It makes
life easier to know which experiment is running on which machine
if we also log the IP and hostname of the machine.
2021-11-26 11:25:59 +08:00
Piotr Żelasko
8eb94fa4a0 CTC-only phone conformer recipe for LibriSpeech 2021-11-23 15:34:46 -05:00
Wei Kang
4151cca147
Add torch script support for Aishell and update documents (#124)
* Add aishell recipe

* Remove unnecessary code and update docs

* adapt to k2 v1.7, add docs and results

* Update conformer ctc model

* Update docs, pretrained.py & results

* Fix code style

* Fix code style

* Fix code style

* Minor fix

* Minor fix

* Fix pretrained.py

* Update pretrained model & corresponding docs

* Export torch script model for Aishell

* Add C++ deployment docs

* Minor fixes

* Fix unit test

* Update Readme
2021-11-19 16:37:05 +08:00
Wei Kang
30c43b7f69
Add aishell recipe (#30)
* Add aishell recipe

* Remove unnecessary code and update docs

* adapt to k2 v1.7, add docs and results

* Update conformer ctc model

* Update docs, pretrained.py & results

* Fix code style

* Fix code style

* Fix code style

* Minor fix

* Minor fix

* Fix pretrained.py

* Update pretrained model & corresponding docs
2021-11-18 10:00:47 +08:00
Fangjun Kuang
5b10310bd1 Handle empty lattices in attention decoder rescoring. 2021-11-11 15:42:30 +08:00