Hui Zhang 913b2300c3 | 3 years ago | |
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.. | ||
conf | 4 years ago | |
local | 3 years ago | |
.gitignore | 4 years ago | |
README.md | 4 years ago | |
path.sh | 4 years ago | |
run.sh | 3 years ago |
README.md
MandarinK8
Conformer
Model | Params | Config | Augmentation | Test set | Decode method | Loss | CER |
---|---|---|---|---|---|---|---|
conformer | 45.73 M | conf/conformer.yaml | spec_aug + shift | test | attention | 2.1794936656951904 | 0.102304 |
conformer | 45.73 M | conf/conformer.yaml | spec_aug + shift | test | ctc_greedy_search | 2.1794936656951904 | 0.084295 |
conformer | 45.73 M | conf/conformer.yaml | spec_aug + shift | test | ctc_prefix_beam_search | 2.1794936656951904 | 0.084340 |
conformer | 45.73 M | conf/conformer.yaml | spec_aug + shift | test | attention_rescoring | 2.1794936656951904 | 0.081675 |
Chunk Conformer
Model | Params | Config | Augmentation | Test set | Decode method | Chunk Size & Left Chunks | Loss | CER |
---|---|---|---|---|---|---|---|---|
conformer | 45.73 M | conf/chunk_conformer.yaml | spec_aug + shift | test | attention | 16, -1 | 2.23287845 | 0.087982 |
conformer | 45.73 M | conf/chunk_conformer.yaml | spec_aug + shift | test | ctc_greedy_search | 16, -1 | 2.23287845 | 0.086962 |
conformer | 45.73 M | conf/chunk_conformer.yaml | spec_aug + shift | test | ctc_prefix_beam_search | 16, -1 | 2.23287845 | 0.086741 |
conformer | 45.73 M | conf/chunk_conformer.yaml | spec_aug + shift | test | attention_rescoring | 16, -1 | 2.23287845 | 0.083495 |