724 Commits

Author SHA1 Message Date
Fangjun Kuang
e22bc78f98
Export streaming zipformer2 to RKNN (#1977) 2025-07-11 13:24:01 +08:00
Teo Wen Shen
da87e7fc99
add weights_only=False to torch.load (#1984) 2025-07-10 15:27:08 +08:00
Yifan Yang
89728dd4f8
Refactor data preparation for GigaSpeech recipe (#1986) 2025-07-10 11:17:37 +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
Fangjun Kuang
71377d21cd
Export streaming zipformer models with whisper feature to onnx (#1973) 2025-06-30 19:01:15 +08:00
Wei Kang
343b8fa2dc
Using non strict match in context graph for contextual words (#1952) 2025-06-19 12:27:15 +08:00
Wei Kang
f80a2ee110
Decrease num_buckets & remove shuffle_buffer_size (#1955) 2025-06-19 12:26:37 +08:00
Zengwei Yao
ffb7d05635
refactor branch exchange in cr-ctc (#1954) 2025-05-27 12:09:59 +08:00
Tianxiang Zhao
30e7ea4b5a
Fix a bug in finetune.py --use-mux (#1949) 2025-05-22 12:05:01 +08:00
Yifan Yang
e79833aad2
ensure SwooshL/SwooshR output dtype matches input dtype (#1940) 2025-05-12 19:28:48 +08:00
Fangjun Kuang
171cf8c9fe
Avoid redundant computation in PiecewiseLinear. (#1915) 2025-04-09 11:52:37 +08:00
Fangjun Kuang
db9fb8ad31
Add scripts to export streaming zipformer(v1) to RKNN (#1882) 2025-02-27 17:10:58 +08:00
Han Zhu
ab91112909
Improve infinity-check (#1862)
1. Attach the inf-check hooks if the grad scale is getting too small.
2. Add try-catch to avoid OOM in the inf-check hooks.
3. Set warmup_start=0.1 to reduce chances of divergence
2025-01-09 15:05:38 +08:00
Seonuk Kim
8d602806c3
Update conformer.py (#1859)
* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

Swich -? Swish
2025-01-06 17:31:13 +08:00
Seonuk Kim
3b6d54007b
Update conformer.py (#1857)
* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension

* Update conformer.py

feedforward dimention -> feedforward dimension
2025-01-06 13:17:02 +08:00
Han Zhu
48088cb807
Refactor optimizer (#1837)
* Print indexes of largest grad
2024-12-30 15:30:02 +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
zr_jin
87cadfcd2e
fixed formatting issue (#1791)
* isort fixed formatting issue
2024-10-30 21:14:12 +08:00
Wei Kang
d513d456b8
Add prefix beam search and corresponding decoding methods (#1786)
* Add prefix beam search / shallow fussion / hotwords in librispeech ctc decode

* Add librispeech cr-ctc prefix beam search results
2024-10-30 10:14:34 +08:00
Fangjun Kuang
05f756390c
Avoid using lr from checkpoint. (#1781) 2024-10-28 00:59:04 +08:00
zr_jin
88bacfb9e6
minor fixes for the repo (#1775)
* minor fixes for the repo

Co-authored-by: Fangjun Kuang <csukuangfj@gmail.com>
2024-10-21 13:51:56 +08:00
zr_jin
e8b6b920c0
A LibriTTS recipe on both ASR & Neural Codec Tasks (#1746)
* added ASR & CODEC recipes for LibriTTS corpus
2024-10-21 11:30:14 +08:00
Zengwei Yao
693d84a301
Add Consistency-Regularized CTC (#1766)
* support consistency-regularized CTC

* update arguments of cr-ctc

* set default value of cr_loss_masked_scale to 1.0

* minor fix

* refactor codes

* update RESULTS.md
2024-10-21 10:35:26 +08:00
Zengwei Yao
fbba712887
Fix issue with eval mode in ActivationDropoutLinear (#1770)
* Fix issue with eval mode in ActivationDropoutLinear

---------

Co-authored-by: Daniel Povey <dpovey@gmail.com>
2024-10-12 19:09:05 +08:00
Fangjun Kuang
6f1abd832d
Fix exporting streaming zipformer models. (#1755) 2024-09-11 21:04:52 +08:00
Xiaoyu Yang
a6c02a4d8c
zipformer BF16 training recipe (#1700)
Support Zipformer AMP +BF16 training
2024-08-23 09:42:22 +08:00
Yuekai Zhang
3b434fe83c
fix triton onnx export (#1730) 2024-08-23 09:33:46 +08:00
Karel Vesely
1730fce688
split save_results() -> save_asr_output() + save_wer_results() (#1712)
- the idea is to support `--skip-scoring` argument passed to a decoding
  script
- created for Transducer decoding (non-streaming, streaming)
- it can be done also for CTC decoding... (not yet)

- also added `--label` for extra label in `streaming_decode.py`
- and also added `set_caching_enabled(True)`, which has no effect on
  librispeech, but it leads to faster runtime on DBs with long
  recordings (assuming `librispeech/zipformer` scripts are the
  example scripts for other setups)
2024-08-13 23:02:14 +08:00
Zengwei Yao
d47c078286
add decoding method of ctc-greedy-search in zipformer recipe (#1690) 2024-07-14 17:30:13 +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
Teo Wen Shen
19048e155b
Cast grad_scale in whiten to float (#1663)
* cast grad_scale in whiten to float

* fix cast in zipformer_lora
2024-07-11 15:12:30 +08:00
Yifan Yang
d65187ec52
Small fix (#1686) 2024-07-11 14:45:35 +08:00
Zengwei Yao
785f3f0bcf
Update RESULTS.md, adding results and model links of zipformer-small/medium CTC/AED models (#1683) 2024-07-09 20:04:47 +08:00
zr_jin
2d64228efa
Update attention_decoder.py (#1681) 2024-07-06 09:01:34 +08:00
Zengwei Yao
f76afff741
Support CTC/AED option for Zipformer recipe (#1389)
* add attention-decoder loss option for zipformer recipe

* add attention-decoder-rescoring

* update export.py and pretrained_ctc.py

* update RESULTS.md
2024-07-05 20:19:18 +08:00
Yifan Yang
cbcac23d26
Fix typos, remove unused packages, normalize comments (#1678) 2024-07-04 14:19:45 +08:00
Manix
eaab2c819f
Zipformer Onnx FP16 (#1671)
Signed-off-by: manickavela29 <manickavela1998@gmail.com>
2024-06-27 16:08:24 +08:00
Fangjun Kuang
3059eb4511
Fix doc URLs (#1660) 2024-06-21 11:10:14 +08:00
Fangjun Kuang
b88062292b
Typo fixes (#1643) 2024-06-03 16:49:21 +08:00
Zengwei Yao
0df406c5da
Initialize BiasNorm bias with small random values (#1630) 2024-05-20 22:32:02 +08:00
zr_jin
68980c5d0a
Fix an error occured during mmi preparation (#1626)
* init commit

* updated
2024-05-17 19:45:15 +08:00
Yifan Yang
ed6bc200e3
Update train.py (#1590) 2024-04-11 19:35:25 +08:00
Zengwei Yao
353469182c
fix issue in zipformer.py (#1566) 2024-03-21 15:59:43 +08:00
Xiaoyu Yang
bddc3fca7a
Fix adapter in streaming_forward (#1560) 2024-03-21 15:08:58 +08:00
Fangjun Kuang
489263e5bb
Add streaming HLG decoding for zipformer CTC. (#1557)
Note it supports only CPU.
2024-03-18 20:11:47 +08:00
Karel Vesely
4917ac8bab
allow export of onnx-streaming-models with other than 80dim input features (#1556) 2024-03-18 18:43:29 +08:00
Xiaoyu Yang
2dfd5dbf8b
Add LoRA for Zipformer (#1540) 2024-03-15 17:19:23 +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
242002e0bd
Strengthened style constraints (#1527) 2024-03-04 23:28:04 +08:00