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pruned-transducer-stateless5-ukrainian-1
darkproger/pruned-transducer-stateless5-ukrainian-1
pruned-transducer-stateless5-ukrainian-1 is a automatic speech recognition model from darkproger. Use it when you need speech turned into text. The card lists the license as cc-by-nc-sa-4.0.
prunedtransducerstateless5 with Conformer encoder for Ukrainian: https://github.com/proger/icefall/tree/uk
Access
Public
Updated Sep 21, 2022
Repo size
275 MB
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2
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At a glance
- Task
- Automatic Speech Recognition
- License
- cc-by-nc-sa-4.0
- Access
- Public
- Created
- Sep 11, 2022
- Updated
- Sep 21, 2022
- SHA
- 9bca3835
Model card
From the Hugging Face model README
pruned_transducer_stateless5 with Conformer encoder for Ukrainian: https://github.com/proger/icefall/tree/uk
./pruned_transducer_stateless5/train.py \
--world-size 2 \
--num-epochs 30 \
--start-epoch 1 \
--full-libri 1 \
--exp-dir pruned_transducer_stateless5/exp-uk-shuf \
--max-duration 500 \
--use-fp16 1 \
--num-encoder-layers 18 \
--dim-feedforward 1024 \
--nhead 4 \
--encoder-dim 256 \
--decoder-dim 512 \
--joiner-dim 512 \
--bpe-model uk/data/lang_bpe_250/bpe.model
./pruned_transducer_stateless5/decode.py \
--epoch 27 \
--avg 15 \
--use-averaged-model True \
--exp-dir pruned_transducer_stateless5/exp-uk-shuf \
--decoding-method fast_beam_search \
--num-encoder-layers 18 \
--dim-feedforward 1024 \
--nhead 4 \
--encoder-dim 256 \
--decoder-dim 512 \
--joiner-dim 512 \
--bpe-model uk/data/lang_bpe_250/bpe.model \
--lang-dir uk/data/lang_bpe_250
- Task
- Automatic Speech Recognition
- License
- cc-by-nc-sa-4.0
- Languages
- uk
- Created
- Sep 11, 2022
- Updated
- Sep 21, 2022