speech_recognition/FunASR

mirror of https://github.com/modelscope/FunASR synced 2025-09-15 14:48:36 +08:00

History

zhifu gao 861147c730 Dev gzf exp (#1654 ) * sensevoice finetune * sensevoice finetune * sensevoice finetune * sensevoice finetune * sensevoice finetune * sensevoice finetune * sensevoice finetune * sensevoice finetune * sensevoice finetune * sensevoice finetune * bugfix * update with main (#1631) * update seaco finetune * v1.0.24 --------- Co-authored-by: 维石 <shixian.shi@alibaba-inc.com> * sensevoice * sensevoice * sensevoice * update with main (#1638) * update seaco finetune * v1.0.24 * update rwkv template --------- Co-authored-by: 维石 <shixian.shi@alibaba-inc.com> * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sensevoice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * sense voice * whisper * whisper * update style * update style --------- Co-authored-by: 维石 <shixian.shi@alibaba-inc.com>		2024-04-24 16:03:38 +08:00
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conf	Dev gzf new (#1567 )	2024-03-30 10:13:42 +08:00
local	aishell example	2024-02-19 14:59:26 +08:00
utils	Dev gzf exp (#1654 )	2024-04-24 16:03:38 +08:00
demo_infer.sh	Dev gzf (#1379 )	2024-02-22 12:07:30 +08:00
demo_train_or_finetune.sh	Dev gzf (#1379 )	2024-02-22 12:07:30 +08:00
README.md	Dev gzf new (#1574 )	2024-04-02 10:33:27 +08:00
run.sh	Dev gzf new (#1559 )	2024-03-28 15:31:39 +08:00

README.md

Paraformer

pretrained model in ModelScope：speech_paraformer_asr_nat-aishell1-pytorch

Training Config

Feature info: using 80 dims fbank, global cmvn, speed perturb(0.9, 1.0, 1.1), specaugment
Train info: lr 5e-4, batch_size 25000, 2 gpu(Tesla V100), acc_grad 1, 50 epochs
Train config: conf/train_asr_paraformer_conformer_12e_6d_2048_256.yaml
LM config: LM was not used

Results (CER)

Decode config: conf/decode_asr_transformer_noctc_1best.yaml (ctc weight:0.0)

testset	CER(%)
dev	4.66
test	5.11

Decode config: conf/decode_asr_transformer.yaml (ctc weight:0.5)

testset	CER(%)
dev	4.52
test	4.94