16 lines
427 B
Markdown
16 lines
427 B
Markdown
|
|
||
|
|
# Conformer Result
|
||
|
|
|
||
|
|
## Training Config
|
||
|
|
- Feature info: using 80 dims fbank, global cmvn, speed perturb(0.9, 1.0, 1.1), specaugment
|
||
|
|
- Train info: lr 5e-4, batch_size 25000, 2 gpu(Tesla V100), acc_grad 1, 50 epochs
|
||
|
|
- Train config: conf/train_asr_transformer.yaml
|
||
|
|
- LM config: LM was not used
|
||
|
|
- Model size: 46M
|
||
|
|
|
||
|
|
## Results (CER)
|
||
|
|
|
||
|
|
| testset | CER(%) |
|
||
|
|
|:-----------:|:------:|
|
||
|
|
| dev | 4.97 |
|
||
|
|
| test | 5.37 |
|