From 01d8c92765ead232d48676045a22a2bcdbf3d8e2 Mon Sep 17 00:00:00 2001 From: uni-manjunath-ke <123362348+uni-manjunath-ke@users.noreply.github.com> Date: Wed, 31 May 2023 15:17:13 +0530 Subject: [PATCH] Update RESULTS.md with zipformer-ctc-streaming-results --- egs/librispeech/ASR/RESULTS.md | 32 ++++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) diff --git a/egs/librispeech/ASR/RESULTS.md b/egs/librispeech/ASR/RESULTS.md index 28361afdd..c1740288b 100644 --- a/egs/librispeech/ASR/RESULTS.md +++ b/egs/librispeech/ASR/RESULTS.md @@ -6,6 +6,38 @@ See for more details. [zipformer](./zipformer) +##### zipformer ctc streaming + +| decoding method | test-clean | test-other | comment | +|----------------------|------------|------------|--------------------| +| greedy_search | 4.07 | 10.51 | --epoch 30 --avg 15| +| greedy_search | 4.0 | 10.3 | --epoch 30 --avg 9 | + +The training command is: +```bash +export CUDA_VISIBLE_DEVICES="0,1" +python ./zipformer_ctc_streaming/train.py \ + --world-size 2 \ + --num-epochs 30 \ + --start-epoch 1 \ + --exp-dir ./zipformer_ctc_streaming/exp \ + --max-duration 100 +``` + +The decoding command is: +```bash +export CUDA_VISIBLE_DEVICES="0" +./zipformer_ctc_streaming/decode.py \ +--epoch 30 \ +--avg 15 \ +--exp-dir ./zipformer_ctc_streaming/exp \ +--max-duration 300 \ +--decode-chunk-len 32 \ +--method ctc-decoding \ +--lm-dir data/lm \ +--lang-dir data/lang_bpe_500 +``` + #### Non-streaming ##### normal-scaled model, number of model parameters: 65549011, i.e., 65.55 M