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1004 B
1004 B
Prosody Prediction with CSMSC and AISHELL-3
Get Started
Data Preprocessing
./run.sh --stage 0 --stop-stage 0
Model Training
./run.sh --stage 1 --stop-stage 1
Testing
./run.sh --stage 2 --stop-stage 2
Prosody Prediction
./run.sh --stage 3 --stop-stage 3
Pretrained Model
The pretrained model can be downloaded here:
ernie-1.0_aishellcsmsc_ckpt_1.3.0.zip
And you should put it into exp/${YOUREXP}/checkpoints folder.
Rhythm mapping
Four punctuation marks are used to denote the rhythm marks respectively:
| ryh_token | csmsc | aishll3 |
|---|---|---|
| % | #1 | % |
| ` | #2 | |
| ~ | #3 | |
| $ | #4 | $ |
Prediction Results
| #1 | #2 | #3 | #4 | |
|---|---|---|---|---|
| Precision | 0.90 | 0.66 | 0.91 | 0.90 |
| Recall | 0.92 | 0.62 | 0.83 | 0.85 |
| F1 | 0.91 | 0.64 | 0.87 | 0.87 |