From eb578f9fb82a4f315e279991bd6e4972d74bcf68 Mon Sep 17 00:00:00 2001 From: luomingshuang <739314837@qq.com> Date: Thu, 28 Jul 2022 12:30:57 +0800 Subject: [PATCH] add streaming results on README.md --- README.md | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index be922c191..29dffbfae 100644 --- a/README.md +++ b/README.md @@ -246,9 +246,9 @@ We provide a Colab notebook to run a pre-trained Pruned Transducer Stateless mod ### WenetSpeech -We provide one model for this recipe: [Pruned stateless RNN-T: Conformer encoder + Embedding decoder + k2 pruned RNN-T loss][WenetSpeech_pruned_transducer_stateless2]. +We provide some models for this recipe: [Pruned stateless RNN-T_2: Conformer encoder + Embedding decoder + k2 pruned RNN-T loss][WenetSpeech_pruned_transducer_stateless2] and [Pruned stateless RNN-T_5: Conformer encoder + Embedding decoder + k2 pruned RNN-T loss][WenetSpeech_pruned_transducer_stateless5]. -#### Pruned stateless RNN-T: Conformer encoder + Embedding decoder + k2 pruned RNN-T loss (trained with L subset) +#### Pruned stateless RNN-T_2: Conformer encoder + Embedding decoder + k2 pruned RNN-T loss (trained with L subset, offline ASR) | | Dev | Test-Net | Test-Meeting | |----------------------|-------|----------|--------------| @@ -256,7 +256,15 @@ We provide one model for this recipe: [Pruned stateless RNN-T: Conformer encoder | fast beam search | 7.94 | 8.74 | 13.80 | | modified beam search | 7.76 | 8.71 | 13.41 | -We provide a Colab notebook to run a pre-trained Pruned Transducer Stateless model: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1EV4e1CHa1GZgEF-bZgizqI9RyFFehIiN?usp=sharing) +#### Pruned stateless RNN-T_5: Conformer encoder + Embedding decoder + k2 pruned RNN-T loss (trained with L subset) +**Streaming**: +| | Dev | Test-Net | Test-Meeting | +|----------------------|-------|----------|--------------| +| greedy_search | 8.78 | 10.12 | 16.16 | +| modified_beam_search | 8.53| 9.95 | 15.81 | +| fast_beam_search| 9.01 | 10.47 | 16.28 | + +We provide a Colab notebook to run a pre-trained Pruned Transducer Stateless2 model: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1EV4e1CHa1GZgEF-bZgizqI9RyFFehIiN?usp=sharing) ### Alimeeting @@ -329,6 +337,7 @@ Please see: [![Open In Colab](https://colab.research.google.com/assets/colab-bad [GigaSpeech_pruned_transducer_stateless2]: egs/gigaspeech/ASR/pruned_transducer_stateless2 [Aidatatang_200zh_pruned_transducer_stateless2]: egs/aidatatang_200zh/ASR/pruned_transducer_stateless2 [WenetSpeech_pruned_transducer_stateless2]: egs/wenetspeech/ASR/pruned_transducer_stateless2 +[WenetSpeech_pruned_transducer_stateless5]: egs/wenetspeech/ASR/pruned_transducer_stateless5 [Alimeeting_pruned_transducer_stateless2]: egs/alimeeting/ASR/pruned_transducer_stateless2 [Aishell4_pruned_transducer_stateless5]: egs/aishell4/ASR/pruned_transducer_stateless5 [TAL_CSASR_pruned_transducer_stateless5]: egs/tal_csasr/ASR/pruned_transducer_stateless5