107 Commits

Author SHA1 Message Date
Teo Wen Shen
da87e7fc99
add weights_only=False to torch.load (#1984) 2025-07-10 15:27:08 +08:00
Mistmoon
9293edc62f
Add cr-ctc loss and ctc-decode in aishell (#1980) 2025-07-08 14:47:24 +08:00
Fangjun Kuang
fba5e67d5e
Fix CI tests. (#1974)
- Introduce unified AMP helpers (create_grad_scaler, torch_autocast) to handle 
  deprecations in PyTorch ≥2.3.0

- Replace direct uses of torch.cuda.amp.GradScaler and torch.cuda.amp.autocast 
  with the new utilities across all training and inference scripts

- Update all torch.load calls to include weights_only=False for compatibility with 
  newer PyTorch versions
2025-07-01 13:47:55 +08:00
Wei Kang
f80a2ee110
Decrease num_buckets & remove shuffle_buffer_size (#1955) 2025-06-19 12:26:37 +08:00
Fangjun Kuang
300a821f58
Fix aishell training (#1916) 2025-04-10 10:30:37 +08:00
Fangjun Kuang
d4d4f281ec
Revert "Replace deprecated pytorch methods (#1814)" (#1841)
This reverts commit 3e4da5f78160d3dba3bdf97968bd7ceb8c11631f.
2024-12-18 16:49:57 +08:00
Li Peng
3e4da5f781
Replace deprecated pytorch methods (#1814)
* Replace deprecated pytorch methods

- torch.cuda.amp.GradScaler(...) => torch.amp.GradScaler("cuda", ...)
- torch.cuda.amp.autocast(...) => torch.amp.autocast("cuda", ...)

* Replace `with autocast(...)` with `with autocast("cuda", ...)`


Co-authored-by: Li Peng <lipeng@unisound.ai>
2024-12-16 10:24:16 +08:00
Zengwei Yao
334beed2af
fix usages of returned losses after adding attention-decoder in zipformer (#1689) 2024-07-12 16:50:58 +08:00
Fangjun Kuang
3059eb4511
Fix doc URLs (#1660) 2024-06-21 11:10:14 +08:00
Wei Kang
b49351fc39
Update README.md for conformer-ctc (#1609) 2024-04-28 09:56:13 +08:00
Dadoou
6cbddaa8e3
Add base choice to model_name argument for whisper model. (#1573)
Co-authored-by: dadoou <dadoou@yandex.com>
2024-04-02 09:47:38 +08:00
zr_jin
9b0eae3b4a
fixes for init value of diagnostics.TensorDiagnosticOptions (#1555) 2024-03-18 17:14:29 +08:00
zr_jin
bf2f94346c
Enabling char_level and compute_CER for aishell recipe (#1554)
* init fix

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>
2024-03-18 11:57:47 +08:00
zr_jin
eb132da00d
additional instruction for the grad_scale is too small error (#1550) 2024-03-14 11:33:49 +08:00
zr_jin
c3f6f28116
Zipformer recipe for Cantonese dataset MDCC (#1537)
* init commit

* Create README.md

* handle code switching cases

* misc. fixes

* added manifest statistics

* init commit for the zipformer recipe

* added scripts for exporting model

* added RESULTS.md

* added scripts for streaming related stuff

* doc str fixed
2024-03-13 10:01:28 +08:00
Fangjun Kuang
60986c3ac1
Fix default value for --context-size in icefall. (#1538) 2024-03-08 20:47:13 +08:00
Yuekai Zhang
5df24c1685
Whisper large fine-tuning on wenetspeech, mutli-hans-zh (#1483)
* add whisper fbank for wenetspeech

* add whisper fbank for other dataset

* add str to bool

* add decode for wenetspeech

* add requirments.txt

* add original model decode with 30s

* test feature extractor speed

* add aishell2 feat

* change compute feature batch

* fix overwrite

* fix executor

* regression

* add kaldifeatwhisper fbank

* fix io issue

* parallel jobs

* use multi machines

* add wenetspeech fine-tune scripts

* add monkey patch codes

* remove useless file

* fix subsampling factor

* fix too long audios

* add remove long short

* fix whisper version to support multi batch beam

* decode all wav files

* remove utterance more than 30s in test_net

* only test net

* using soft links

* add kespeech whisper feats

* fix index error

* add manifests for whisper

* change to licomchunky writer

* add missing option

* decrease cpu usage 

* add speed perturb for kespeech

* fix kespeech speed perturb

* add dataset

* load checkpoint from specific path

* add speechio

* add speechio results

---------

Co-authored-by: zr_jin <peter.jin.cn@gmail.com>
2024-03-07 19:04:27 +08:00
zr_jin
a813186f64
minor fix for docstr and default param. (#1490)
* Update train.py and README.md
2024-02-05 12:47:52 +08:00
zr_jin
37b975cac9
fixed a CI test for wenetspeech (#1476)
* Comply to issue #1149

https://github.com/k2-fsa/icefall/issues/1149
2024-01-27 06:41:56 +08:00
Yuekai Zhang
1c30847947
Whisper Fine-tuning Recipe on Aishell1 (#1466)
* add decode seamlessm4t

* add requirements

* add decoding with avg model

* add token files

* add custom tokenizer

* support deepspeed to finetune large model

* support large-v3

* add model saving

* using monkey patch to replace models

* add manifest dir option
2024-01-27 00:32:30 +08:00
Yifan Yang
5dfc3ed7f9
Fix buffer size of DynamicBucketingSampler (#1468)
* Fix buffer size

* Fix for flake8

---------

Co-authored-by: yifanyeung <yifanyeung@yifanyeung.local>
2024-01-21 02:10:42 +08:00
zr_jin
7bdde9174c
A Zipformer recipe with Byte-level BPE for Aishell-1 (#1464)
* init commit

* Update train.py

* Update decode.py

* Update RESULTS.md

* added `vocab_size`

* removed unused softlinks

* added scripts for testing pretrained models

* set `bpe_model` as required

* re-org the bbpe recipe for aishell
2024-01-16 21:08:35 +08:00
Karel Vesely
716b82cc3a
streaming_decode.py, relax the audio range from [-1,+1] to [-10,+10] (#1448)
- some AudioTransform classes produce audio signals out of range [-1,+1]
   - Resample produced 1.0079
   - The range [-10,+10] was chosen to still be able to reliably
     distinguish from the [-32k,+32k] signal...
- this is related to : https://github.com/lhotse-speech/lhotse/issues/1254
2024-01-05 10:21:27 +08:00
Fangjun Kuang
8136ad775b
Use high_freq -400 in computing fbank features. (#1447)
See also https://github.com/k2-fsa/sherpa-onnx/issues/514
2024-01-04 13:59:32 +08:00
Fangjun Kuang
e9ec827de7
Rename zipformer2 to zipformer_for_ncnn_export_only to avoid confusion. (#1407) 2023-12-08 14:29:24 +08:00
Wei Kang
11d816d174
Add cumstomized score for hotwords (#1385)
* add custom score for each hotword

* Add more comments

* Fix deocde

* fix style

* minor fixes
2023-11-18 18:47:55 +08:00
Fangjun Kuang
666d69b20d
Rename train2.py to avoid confusion (#1386) 2023-11-17 18:12:59 +08:00
zr_jin
23913f6afd
Minor refinements for some stale but recently merged PRs (#1354)
* incorporate https://github.com/k2-fsa/icefall/pull/1269

* incorporate https://github.com/k2-fsa/icefall/pull/1301

* black formatted

* incorporate https://github.com/k2-fsa/icefall/pull/1162

* black formatted
2023-10-31 10:28:20 +08:00
zr_jin
1814bbb0e7
typo fixed (#1334) 2023-10-25 00:03:33 +08:00
zr_jin
d76c3fe472
Migrate zipformer model to other Chinese datasets (#1216)
added zipformer recipe for AISHELL-1
2023-10-24 16:24:46 +08:00
zr_jin
92ef561ff7
Minor fixes for torch.jit.script support (#1329) 2023-10-24 01:10:50 +08:00
zr_jin
d2bd0933b1
Compatibility with the latest Lhotse (#1314) 2023-10-17 21:22:32 +08:00
zr_jin
1ef349d120
[WIP] AISHELL-1 pruned transducer stateless7 streaming recipe (#1300)
* `pruned_transudcer_stateless7_streaming` for AISHELL-1

* Update train.py

* Update train2.py

* Update decode.py

* Update RESULTS.md
2023-10-16 16:28:16 +08:00
zr_jin
162ceaf4b3
fixes for data preparation (#1307)
Issue: #1306
2023-10-12 17:05:41 +08:00
zr_jin
0d09a44930
Update train.py (#1299) 2023-10-11 10:06:00 +08:00
Fangjun Kuang
f14b673408
Add HLG decoding with OpenFst on CPU for aishell conformer_ctc (#1279) 2023-10-01 13:46:16 +08:00
yaguang
8181d19860
check bbpe model exists in advance. (#1277) 2023-09-27 17:35:26 +08:00
yaguang
a5ba1133c4
Compatible with new lhotse versions. (#1278) 2023-09-27 17:33:38 +08:00
zr_jin
ef658d691e
fixes for init value of diagnostics.TensorDiagnosticOptions (#1269)
* fixes for `diagnostics`

Replace `2 ** 22` with `512` as the default value of `diagnostics.TensorDiagnosticOptions`

also black formatted some scripts

* fixed formatting issues
2023-09-24 17:06:47 +08:00
Fangjun Kuang
34e40a86b3
Fix exporting decoder model to onnx (#1264)
* Use torch.jit.script() to export the decoder model

See also https://github.com/k2-fsa/sherpa-onnx/issues/327
2023-09-22 09:57:15 +08:00
Fangjun Kuang
f5dc957d44
Fix CI tests (#1266) 2023-09-21 21:16:14 +08:00
zr_jin
7cc2dae940
Fixes to incorporate with the latest Lhotse release (#1249) 2023-09-13 12:39:49 +08:00
zr_jin
a81396b482
Use tokens.txt to replace bpe.model (#1162) 2023-08-12 16:53:59 +08:00
zr_jin
74806b744b
disable speed perturbation by default (#1176)
* disable speed perturbation by default

* minor fixes

* minor updates

* updated bash scripts to incorporate with the `speed-perturb` arg

* minor fixes

1. changed the naming scheme from `speed-perturb` to `perturb-speed` to align with the librispeech recipe

>> 00256a7669/egs/librispeech/ASR/local/compute_fbank_librispeech.py (L65)

2. changed arg type for `perturb-speed` to str2bool
2023-08-10 20:56:02 +08:00
zr_jin
856c0f2a60
fixed default param for an aishell recipe (#1159) 2023-07-04 19:12:39 +08:00
Wei Kang
219bba1310
zipformer wenetspeech (#1130)
* copy files

* update train.py

* small fixes

* Add decode.py

* Fix dataloader in decode.py

* add blank penalty

* Add blank-penalty to other decoding method

* Minor fixes

* add zipformer2 recipe

* Minor fixes

* Remove pruned7

* export and test models

* Replace bpe with tokens in export.py and pretrain.py

* Minor fixes

* Minor fixes

* Minor fixes

* Fix export

* Update results

* Fix zipformer-ctc

* Fix ci

* Fix ci

* Fix CI

* Fix CI

---------

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>
2023-06-26 09:33:18 +08:00
Wei Kang
ba257efbcd
Add Context biasing (#1038)
* Add context biasing for librispeech

* Add context biasing for wenetspeech

* fix bugs

* Implement Aho-Corasick context graph

* fix some bugs

* Fixes to forward_one_step; add draw to context graph

* add output arc; fix black

* Fix wenetspeech tokenizer

* Minor fixes to the decode.py
2023-06-03 21:28:49 +08:00
Fangjun Kuang
7b0afbdc16
Remove cur_batch_idx (#1102) 2023-05-30 14:49:54 +08:00
marcoyang1998
585e7b224f
Aishell pruned_transducer_stateless7 (#962)
* Add pruned_transducer_stateless7 for Aishell

* update README.md

* update comments and small fixes
2023-05-23 11:04:33 +08:00
Wei Kang
80156dda09
Training with byte level BPE (AIShell) (#986)
* copy files from zipformer librispeech

* Add byte bpe training for aishell

* compile LG graph

* Support LG decoding

* Minor fixes

* black

* Minor fixes

* export & fix pretrain.py

* fix black

* Update RESULTS.md

* Fix export.py
2023-05-04 19:16:17 +08:00