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| Vocab size | Greedy search(dev & test) | Modified beam search(dev & test) | Fast beam search (dev & test) | Fast beam search LG (dev & test) | comments |
|---|---|---|---|---|---|
| 500 | 4.31 & 4.59 | 4.25 & 4.54 | 4.27 & 4.55 | 4.07 & 4.38 | --epoch 48 --avg 29 |
1export CUDA_VISIBLE_DEVICES="4,5,6,7"
2
3./pruned_transducer_stateless7_bbpe/train.py \
4 --world-size 4 \
5 --num-epochs 50 \
6 --start-epoch 1 \
7 --use-fp16 1 \
8 --max-duration 800 \
9 --bpe-model data/lang_bbpe_500/bbpe.model \
10 --exp-dir pruned_transducer_stateless7_bbpe/exp \
11 --lr-epochs 6 \
12 --master-port 125351for m in greedy_search modified_beam_search fast_beam_search fast_beam_search_LG; do
2 ./pruned_transducer_stateless7_bbpe/decode.py \
3 --epoch 48 \
4 --avg 29 \
5 --exp-dir ./pruned_transducer_stateless7_bbpe/exp \
6 --max-sym-per-frame 1 \
7 --ngram-lm-scale 0.25 \
8 --ilme-scale 0.2 \
9 --bpe-model data/lang_bbpe_500/bbpe.model \
10 --max-duration 2000 \
11 --decoding-method $m
12done