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Update RESULTS.md

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zr_jin 2023-08-16 11:50:36 +08:00
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egs/aishell/ASR/RESULTS.md
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@ -10,11 +10,11 @@ It's reworked Zipformer with Pruned RNNT loss, note that results below are produ
**⚠️ If you prefer to have the speed perturbation disabled, please manually set `--perturb-speed` to `False` for `./local/compute_fbank_aishell.py` in the `prepare.sh` script.**
| | test | dev | comment |
|------------------------|------|------|---------------------------------------|
| greedy search | 8.1 | 7.66 | --epoch 45 --avg 6 --max-duration 200 |
| modified beam search | 7.27 | 6.95 | --epoch 45 --avg 6 --max-duration 200 |
| fast beam search | 8.08 | 7.58 | --epoch 45 --avg 6 --max-duration 200 |
| | test | dev | comment |
|------------------------|------|------|-----------------------------------------|
| greedy search | 4.92 | 4.61 | --epoch 90 --avg 40 --max-duration 1200 |
| modified beam search | 4.65 | 4.34 | --epoch 90 --avg 40 --max-duration 1200 |
| fast beam search | 4.83 | 4.52 | --epoch 90 --avg 40 --max-duration 1200 |
Command for training is:
```bash
@ -24,21 +24,25 @@ export CUDA_VISIBLE_DEVICES="0,1"
./zipformer/train.py \
--world-size 2 \
--num-epochs 45 \
--num-epochs 150 \
--start-epoch 1 \
--use-fp16 1 \
--context-size 1 \
--exp-dir zipformer/exp \
--max-duration 1000
--max-duration 1000 \
--lr-epochs 18
```
Command for decoding is:
```bash
for m in greedy_search modified_beam_search fast_beam_search ; do
./zipformer/decode.py \
--epoch 45 \
--avg 6 \
--epoch 90 \
--avg 40 \
--exp-dir ./zipformer/exp \
--lang-dir data/lang_char \
--context-size 1 \
--max-duration 1200 \
--decoding-method $m
done
```