mirror of
https://github.com/k2-fsa/icefall.git
synced 2025-08-26 18:24:18 +00:00
update AIShell result
This commit is contained in:
parent
d7f9dacf0d
commit
0af744e518
@ -4,19 +4,19 @@
|
||||
#### 2021-12-01
|
||||
(Pingfeng Luo): Result of <https://github.com/k2-fsa/icefall/pull/137>
|
||||
|
||||
The tensorboard log for training is available at <https://tensorboard.dev/experiment/dyp3vWE9RE6SkqBAgLJjUw/>
|
||||
The tensorboard log for training is available at <https://tensorboard.dev/experiment/PSRYVbptRGynqpPRSykp1g>
|
||||
|
||||
And pretrained model is available at <https://huggingface.co/pfluo/icefall_aishell_model>
|
||||
And pretrained model is available at <https://huggingface.co/pfluo/icefall_aishell_mmi_model>
|
||||
|
||||
The best decoding results (CER) are listed below, we got this results by averaging models from epoch 20 to 49, and using `attention-decoder` decoder with num_paths equals to 100.
|
||||
The best decoding results (CER) are listed below, we got this results by averaging models from epoch 61 to 85, and using `attention-decoder` decoder with num_paths equals to 100.
|
||||
|
||||
||test|
|
||||
|--|--|
|
||||
|CER| 5.12% |
|
||||
|CER| 4.94% |
|
||||
|
||||
||lm_scale|attention_scale|
|
||||
|--|--|--|
|
||||
|test|1.5|0.5|
|
||||
|test|1.1|0.3|
|
||||
|
||||
You can use the following commands to reproduce our results:
|
||||
|
||||
@ -31,12 +31,12 @@ export CUDA_VISIBLE_DEVICES="0,1,2,3,4,5,6,7,8"
|
||||
python conformer_mmi/train.py --bucketing-sampler True \
|
||||
--max-duration 200 \
|
||||
--start-epoch 0 \
|
||||
--num-epochs 50 \
|
||||
--num-epochs 90 \
|
||||
--world-size 8
|
||||
|
||||
python conformer_mmi/decode.py --nbest-scale 0.5 \
|
||||
--epoch 49 \
|
||||
--avg 20 \
|
||||
--epoch 85 \
|
||||
--avg 25 \
|
||||
--method attention-decoder \
|
||||
--max-duration 20 \
|
||||
--num-paths 100
|
||||
|
Loading…
x
Reference in New Issue
Block a user