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38 lines
1.0 KiB
Markdown
38 lines
1.0 KiB
Markdown
## Results
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### Zipformer
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#### Non-streaming
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The training command is:
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```shell
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./zipformer/train.py \
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--bilingual 1 \
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--world-size 4 \
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--num-epochs 30 \
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--start-epoch 1 \
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--use-fp16 1 \
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--exp-dir zipformer/exp \
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--max-duration 600
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```
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The decoding command is:
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```shell
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./zipformer/decode.py \
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--epoch 28 \
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--avg 15 \
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--exp-dir ./zipformer/exp \
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--max-duration 600 \
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--decoding-method greedy_search
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```
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Word Error Rates (WERs) listed below:
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| Datasets | ReazonSpeech | ReazonSpeech | LibriSpeech | LibriSpeech |
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|----------------------|--------------|---------------|--------------------|-------------------|
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| Zipformer WER (%) | dev | test | test-clean | test-other |
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| greedy_search | 12.08 | 9.67 | 2.73 | 6.67 |
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| modified_beam_search | 11.6 | 8.93 | 2.69 | 6.52 |
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| fast_beam_search | 35.38 | 37.79 | 3.06 | 7.06 |
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