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Merge branch 'pruned4_result' of github.com:yaozengwei/icefall into pruned4_result

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yaozengwei 2022-05-27 18:18:19 +08:00
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@ -194,10 +194,12 @@ results at:
<https://huggingface.co/csukuangfj/icefall-asr-librispeech-pruned-transducer-stateless5-narrower-2022-05-13>
### LibriSpeech BPE training results (Pruned Transducer 4)
### LibriSpeech BPE training results (Pruned Stateless Transducer 4)
[pruned_transducer_stateless4](./pruned_transducer_stateless4)
This version saves averaged model during training, and decodes with averaged model.
See <https://github.com/k2-fsa/icefall/issues/337> for details about the idea of model averaging.
#### Training on full librispeech
@ -225,6 +227,7 @@ The WERs are:
The training command is:
```bash
./pruned_transducer_stateless4/train.py \
--world-size 6 \
--num-epochs 30 \
@ -235,6 +238,7 @@ The training command is:
--save-every-n 8000 \
--keep-last-k 20 \
--average-period 100
```
#### Training on train-clean-100
@ -261,6 +265,7 @@ The WERs are:
The training command is:
```bash
./pruned_transducer_stateless4/train.py \
--world-size 3 \
--num-epochs 30 \
@ -271,7 +276,7 @@ The training command is:
--save-every-n 8000 \
--keep-last-k 20 \
--average-period 100
```
### LibriSpeech BPE training results (Pruned Stateless Transducer 3, 2022-04-29)