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minor fixes
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@ -8,7 +8,7 @@ log() {
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echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*"
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echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*"
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}
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}
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cd egs/multi-zh_hans/ASR
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cd egs/multi_zh-hans/ASR
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repo_url=https://huggingface.co/zrjin/icefall-asr-multi-zh-hans-zipformer-2023-9-2/
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repo_url=https://huggingface.co/zrjin/icefall-asr-multi-zh-hans-zipformer-2023-9-2/
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@ -1,24 +1,32 @@
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## Results
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## Results
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### WenetSpeech char-based training results (Non-streaming and streaming) on zipformer model
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### Multi Chinese datasets char-based training results (Non-streaming) on zipformer model
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This is the [pull request #1238](https://github.com/k2-fsa/icefall/pull/1238) in icefall.
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This is the [pull request #1238](https://github.com/k2-fsa/icefall/pull/1238) in icefall.
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#### Non-streaming
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#### Non-streaming
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Best results (num of params : ~68M):
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Best results (num of params : ~69M):
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The training command:
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The training command:
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```
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```
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./zipformer/train.py \
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./zipformer/train.py \
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--world-size 4 \
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--world-size 4 \
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--num-epochs 23 \
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--num-epochs 20 \
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--use-fp16 1 \
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--use-fp16 1 \
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--max-duration 500 \
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--max-duration 600 \
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--num-workers 8
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--num-workers 8
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```
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```
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The decoding command:
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```
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./zipformer/decode.py \
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--epoch 20 \
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--avg 1
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```
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Character Error Rates (CERs) listed below are produced by the checkpoint of the 20th epoch using greedy search and BPE model ( # tokens is 2000, byte fallback enabled).
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Character Error Rates (CERs) listed below are produced by the checkpoint of the 20th epoch using greedy search and BPE model ( # tokens is 2000, byte fallback enabled).
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| Datasets | aidatatang _200zh | aidatatang _200zh | alimeeting | alimeeting | aishell-1 | aishell-1 | aishell-2 | aishell-2 | aishell-4 | magicdata | magicdata | kespeech-asr | kespeech-asr | kespeech-asr | WenetSpeech | WenetSpeech | WenetSpeech |
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| Datasets | aidatatang _200zh | aidatatang _200zh | alimeeting | alimeeting | aishell-1 | aishell-1 | aishell-2 | aishell-2 | aishell-4 | magicdata | magicdata | kespeech-asr | kespeech-asr | kespeech-asr | WenetSpeech | WenetSpeech | WenetSpeech |
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