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Minor fixes.

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Fangjun Kuang 2022-02-19 22:26:11 +08:00
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## Results
### Aishell training result(Transducer-stateless)
### Aishell training result(Transducer-stateless)
#### 2022-2-19
(Duo Ma): The tensorboard log for training is available at https://tensorboard.dev/experiment/25PmX3MxSVGTdvIdhOwllw/#scalars
(Duo Ma): The tensorboard log for training is available at https://tensorboard.dev/experiment/25PmX3MxSVGTdvIdhOwllw/#scalars
You can find a pretrained model by visiting https://huggingface.co/shuanguanma/icefall_aishell_transducer_stateless_context_size2_epoch60_2022_2_19
| | test |comment |
|---------------------------|------|-----------------------------------------|
| greedy search | 5.4 |--epoch 59, --avg 10, --max-duration 100 |
| beam search | 5.05|--epoch 59, --avg 10, --max-duration 100 |
| beam search | 5.05|--epoch 59, --avg 10, --max-duration 100 |
You can use the following commands to reproduce our results:
```bash
export CUDA_VISIBLE_DEVICES="0,1,2,3"
python3 ./transducer_stateless/train.py \
--world-size 4 \
--num-epochs 60 \
--start-epoch 0 \
--exp-dir exp/transducer_stateless_context_size2 \
--max-duration 100 \
--lr-factor 2.5 \
--context-size 2
lang_dir=data/lang_char
dir=exp/transducer_stateless_context_size2
python3 ./transducer_stateless/decode.py\
--epoch 59 \
--avg 10 \
--exp-dir $dir \
--lang-dir $lang_dir \
--decoding-method greedy_search \
--context-size 2 \
--max-sym-per-frame 3
lang_dir=data/lang_char
dir=exp/transducer_stateless_context_size2
python3 ./transducer_stateless/decode.py \
--epoch 59\
--avg 10\
--exp-dir $dir \
--lang-dir $lang_dir \
--decoding-method beam_search \
--context-size 2 \
--max-sym-per-frame 3
```
export CUDA_VISIBLE_DEVICES="0,1,2,3"
python3 ./transducer_stateless/train.py \
--world-size 4 \
--num-epochs 60 \
--start-epoch 0 \
--exp-dir exp/transducer_stateless_context_size2 \
--max-duration 100 \
--lr-factor 2.5\
--context-size 2
lang_dir=data/lang_char
dir=exp/transducer_stateless_context_size2
python3 ./transducer_stateless/decode.py\
--epoch 59\
--avg 10\
--exp-dir $dir \
--lang-dir $lang_dir\
--decoding-method greedy_search\
--context-size 2\
--max-sym-per-frame 3
lang_dir=data/lang_char
dir=exp/transducer_stateless_context_size2
python3 ./transducer_stateless/decode.py\
--epoch 59\
--avg 10\
--exp-dir $dir \
--lang-dir $lang_dir\
--decoding-method beam_search\
--context-size 2\
--max-sym-per-frame 3
```
### Aishell training results (Transducer-stateless)
#### 2022-02-18
(Pingfeng Luo) : The tensorboard log for training is available at <https://tensorboard.dev/experiment/SG1KV62hRzO5YZswwMQnoQ/>