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@ -1,5 +1,20 @@
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# Aishell
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## RoFormer Streaming
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paddle version: 2.5.0
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paddlespeech version: 1.5.0
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Need set `decoding.decoding_chunk_size=16` when decoding.
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> chunk_size=16, ((16 - 1) * 4 + 7) * 10ms = (16 * 4 + 3) * 10ms = 670ms
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| Model | Params | Config | Augmentation| Test set | Decode method | Chunk Size & Left Chunks | Loss | CER |
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| --- | --- | --- | --- | --- | --- | --- | --- | --- |
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| roformer | 44.80M | conf/chunk_roformer.yaml | spec_aug | test | attention | 16, -1 | - | |
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| roformer | 44.80M | conf/chunk_roformer.yaml | spec_aug | test | ctc_greedy_search | 16, -1 | - | |
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| roformer | 44.80M | conf/chunk_roformer.yaml | spec_aug | test | ctc_prefix_beam_search | 16, -1 | - | |
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| roformer | 44.80M | conf/chunk_roformer.yaml | spec_aug | test | attention_rescoring | 16, -1 | - | |
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## Conformer
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paddle version: 2.2.2
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paddlespeech version: 1.0.1
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@ -7,7 +22,7 @@ paddlespeech version: 1.0.1
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| --- | --- | --- | --- | --- | --- | --- | --- |
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| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention | - | 0.0522 |
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| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | ctc_greedy_search | - | 0.0481 |
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| conformer | 47.07M | conf/conformer.yaml | spec_aug| test | ctc_prefix_beam_search | - | 0.0480 |
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| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | ctc_prefix_beam_search | - | 0.0480 |
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| conformer | 47.07M | conf/conformer.yaml | spec_aug | test | attention_rescoring | - | 0.0460 |
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