diff --git a/examples/aishell/asr1/README.md b/examples/aishell/asr1/README.md index 1226a4f4..5277a31e 100644 --- a/examples/aishell/asr1/README.md +++ b/examples/aishell/asr1/README.md @@ -168,30 +168,7 @@ bash local/data.sh --stage -1 --stop_stage -1 bash local/data.sh --stage 2 --stop_stage 2 CUDA_VISIBLE_DEVICES= ./local/test.sh conf/transformer.yaml exp/transformer/checkpoints/avg_20 ``` -The performance of the released models are shown below: -### Conformer -| Model | Params | Config | Augmentation | Test set | Decode method | Loss | CER | -| --------- | ------ | ------------------- | ---------------- | -------- | ---------------------- | ---- | -------- | -| conformer | 47.07M | conf/conformer.yaml | spec_aug + shift | test | attention | - | 0.059858 | -| conformer | 47.07M | conf/conformer.yaml | spec_aug + shift | test | ctc_greedy_search | - | 0.062311 | -| conformer | 47.07M | conf/conformer.yaml | spec_aug + shift | test | ctc_prefix_beam_search | - | 0.062196 | -| conformer | 47.07M | conf/conformer.yaml | spec_aug + shift | test | attention_rescoring | - | 0.054694 | -### Chunk Conformer -Need set `decoding.decoding_chunk_size=16` when decoding. -| Model | Params | Config | Augmentation | Test set | Decode method | Chunk Size & Left Chunks | Loss | CER | -| --------- | ------ | ------------------------- | ---------------- | -------- | ---------------------- | ------------------------ | ---- | -------- | -| conformer | 47.06M | conf/chunk_conformer.yaml | spec_aug + shift | test | attention | 16, -1 | - | 0.061939 | -| conformer | 47.06M | conf/chunk_conformer.yaml | spec_aug + shift | test | ctc_greedy_search | 16, -1 | - | 0.070806 | -| conformer | 47.06M | conf/chunk_conformer.yaml | spec_aug + shift | test | ctc_prefix_beam_search | 16, -1 | - | 0.070739 | -| conformer | 47.06M | conf/chunk_conformer.yaml | spec_aug + shift | test | attention_rescoring | 16, -1 | - | 0.059400 | - -### Transformer -| Model | Params | Config | Augmentation | Test set | Decode method | Loss | CER | -| ----------- | ------ | --------------------- | ------------ | -------- | ---------------------- | ----------------- | -------- | -| transformer | 31.95M | conf/transformer.yaml | spec_aug | test | attention | 3.858648955821991 | 0.057293 | -| transformer | 31.95M | conf/transformer.yaml | spec_aug | test | ctc_greedy_search | 3.858648955821991 | 0.061837 | -| transformer | 31.95M | conf/transformer.yaml | spec_aug | test | ctc_prefix_beam_search | 3.858648955821991 | 0.061685 | -| transformer | 31.95M | conf/transformer.yaml | spec_aug | test | attention_rescoring | 3.858648955821991 | 0.053844 | +[The performance of the released models](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/examples/aishell/asr1/RESULTS.md) ## Stage 4: CTC Alignment If you want to get the alignment between the audio and the text, you can use the ctc alignment. The code of this stage is shown below: ```bash