From 827b9df51ac81732d6d84075801c77ac07ffba5a Mon Sep 17 00:00:00 2001 From: Duo Ma <39255927+shanguanma@users.noreply.github.com> Date: Sat, 19 Feb 2022 15:56:04 +0800 Subject: [PATCH] Updated Aishell-1 transducer-stateless result (#217) * Update RESULTS.md * Update RESULTS.md --- egs/aishell/ASR/RESULTS.md | 44 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 44 insertions(+) diff --git a/egs/aishell/ASR/RESULTS.md b/egs/aishell/ASR/RESULTS.md index dd27e1f35..61f7e500e 100644 --- a/egs/aishell/ASR/RESULTS.md +++ b/egs/aishell/ASR/RESULTS.md @@ -1,5 +1,49 @@ ## Results +### Aishell training result(Transducer-stateless) +#### 2022-2-19 +(Duo Ma): The tensorboard log for training is available at https://tensorboard.dev/experiment/25PmX3MxSVGTdvIdhOwllw/#scalars +You can find a pretrained model by visiting https://huggingface.co/shuanguanma/icefall_aishell_transducer_stateless_context_size2_epoch60_2022_2_19 +| | test |comment | +|---------------------------|------|-----------------------------------------| +| greedy search | 5.4 |--epoch 59, --avg 10, --max-duration 100 | +| beam search | 5.05|--epoch 59, --avg 10, --max-duration 100 | +You can use the following commands to reproduce our results: +``` + export CUDA_VISIBLE_DEVICES="0,1,2,3" + python3 ./transducer_stateless/train.py \ + --world-size 4 \ + --num-epochs 60 \ + --start-epoch 0 \ + --exp-dir exp/transducer_stateless_context_size2 \ + --max-duration 100 \ + --lr-factor 2.5\ + --context-size 2 + + lang_dir=data/lang_char + dir=exp/transducer_stateless_context_size2 + python3 ./transducer_stateless/decode.py\ + --epoch 59\ + --avg 10\ + --exp-dir $dir \ + --lang-dir $lang_dir\ + --decoding-method greedy_search\ + --context-size 2\ + --max-sym-per-frame 3 + lang_dir=data/lang_char + dir=exp/transducer_stateless_context_size2 + python3 ./transducer_stateless/decode.py\ + --epoch 59\ + --avg 10\ + --exp-dir $dir \ + --lang-dir $lang_dir\ + --decoding-method beam_search\ + --context-size 2\ + --max-sym-per-frame 3 + ``` + + + ### Aishell training results (Transducer-stateless) #### 2021-12-29 (Pingfeng Luo) : The tensorboard log for training is available at