05aad82d8b75307604944cb15a48a98f5f1f977c
Transformer + subword learning neural-network transformer
- challenge
- ASR errors correction
- submitter
- [anonymized]
- submitted
- 2020-06-05 16:18:48.997217 UTC
- original repo
ssh://gitolite@gonito.net/s450801/asr-corrections/ branchmaster- publicly available at
git://gonito.net/asr-corrections/ branchsubmission-06077- browsable at
- https://gonito.net/gitlist/asr-corrections.git/submission-06077/
- clone by
git clone --single-branch git://gonito.net/asr-corrections -b submission-06077- file basename
- out
| Parameter | Value |
|---|---|
| batch_size | 4096 |
| dropout | 0.1 |
| label_smoothing | 0.1 |
| layers | 6 |
| learning-rate | changing |
| optim | adam |
| steps | 80000 |
| warmup_steps | 8000 |
test-A / 7ab45a12566a1c35858f8e777a5439dbe477a766
| Metric | Score |
|---|---|
| WER | 5.9263673685604555e-2 |
| Accuracy | 0.671 |
| CharMatch | 0.10249453613686037 |