From 4ea559aba495cde951bb4f65c0ac6be7f322a65d Mon Sep 17 00:00:00 2001
From: jinzr <60612200+JinZr@users.noreply.github.com>
Date: Tue, 24 Oct 2023 17:33:02 +0800
Subject: [PATCH] Update RESULTS.md

---
 egs/multi_zh-hans/ASR/RESULTS.md | 43 +++++++++++++++++++++++++++++---
 1 file changed, 39 insertions(+), 4 deletions(-)

diff --git a/egs/multi_zh-hans/ASR/RESULTS.md b/egs/multi_zh-hans/ASR/RESULTS.md
index 31fbd9700..5133229a7 100644
--- a/egs/multi_zh-hans/ASR/RESULTS.md
+++ b/egs/multi_zh-hans/ASR/RESULTS.md
@@ -4,6 +4,41 @@
 
 This is the [pull request #1238](https://github.com/k2-fsa/icefall/pull/1238) in icefall.
 
+#### Non-streaming (with CTC head)
+
+Best results (num of params : ~69M):
+
+The training command:
+
+```
+./zipformer/train.py \
+  --world-size 4 \
+  --num-epochs 20 \
+  --use-fp16 1 \
+  --max-duration 600 \
+  --num-workers 8 \
+  --use-ctc 1
+```
+
+The decoding command:
+
+```
+./zipformer/decode.py \
+  --epoch 20 \
+  --avg 1 \
+  --use-ctc 1
+```
+
+Character Error Rates (CERs) listed below are produced by the checkpoint of the 20th epoch using BPE model ( # tokens is 2000, byte fallback enabled).
+
+| Datasets | aidatatang _200zh | aidatatang _200zh | alimeeting | alimeeting | aishell-1 | aishell-1 | aishell-2 | aishell-2 | aishell-4 | magicdata | magicdata | kespeech-asr | kespeech-asr | kespeech-asr | WenetSpeech | WenetSpeech | WenetSpeech |
+|--------------------------------|------------------------------|-------------|-------------------|--------------|----------------|-------------|------------------|-------------|------------------|------------------|-------------|-----------------------|-----------------------|-------------|--------------------|-------------------------|---------------------|
+|  Zipformer  CER   (%) | dev | test | eval| test | dev | test | dev| test | test | dev| test | dev phase1 | dev phase2 | test | dev | test meeting | test net |
+| CTC Decoding | 14.57 | 15.26 | 72.85 | 69.70 | 12.87 | 13.76 | 23.56 | 25.55 | 71.75 | 22.35 | 19.34 | 42.38 | 26.90 | 48.71 | 64.88 | 67.29 | 54.24 |
+| Greedy Search   | 3.36 | 3.83 | 23.90 | 25.18 | 2.77 | 3.08 | 3.70 | 4.04 | 16.13 | 3.77 | 3.15 | 6.88 | 3.14 | 8.08 | 9.04 | 7.19 | 8.17 |
+
+Pre-trained model can be found here : https://huggingface.co/zrjin/icefall-asr-multi-zh-hans-zipformer-ctc-2023-10-24/
+
 #### Non-streaming
 
 Best results (num of params : ~69M):
@@ -29,10 +64,10 @@ The decoding command:
 
 Character Error Rates (CERs) listed below are produced by the checkpoint of the 20th epoch using greedy search and BPE model ( # tokens is 2000, byte fallback enabled).
 
-|     Datasets | aidatatang _200zh | aidatatang _200zh | alimeeting | alimeeting | aishell-1 | aishell-1 | aishell-2 | aishell-2 | aishell-4 | magicdata | magicdata | kespeech-asr | kespeech-asr | kespeech-asr | WenetSpeech | WenetSpeech | WenetSpeech |
+| Datasets | aidatatang _200zh | aidatatang _200zh | alimeeting | alimeeting | aishell-1 | aishell-1 | aishell-2 | aishell-2 | aishell-4 | magicdata | magicdata | kespeech-asr | kespeech-asr | kespeech-asr | WenetSpeech | WenetSpeech | WenetSpeech |
 |--------------------------------|------------------------------|-------------|-------------------|--------------|----------------|-------------|------------------|-------------|------------------|------------------|-------------|-----------------------|-----------------------|-------------|--------------------|-------------------------|---------------------|
-|     Zipformer     CER   (%)    |     dev                      |     test    |     eval          |     test     |     dev        |     test    |     dev          |     test    |     test         |     dev          |     test    |     dev     phase1    |     dev     phase2    |     test    |     dev            |     test     meeting    |     test     net    |
-|                                |     3.2                      |     3.67    |     23.15         |     24.78    |     2.91       |     3.04    |     3.59         |     4.03    |     15.68        |     3.68         |     3.12    |     6.69              |     3.19              |     8.01    |     9.32           |     7.05                |     8.78            |
+| Zipformer CER   (%) | dev | test | eval| test | dev | test | dev| test | test | dev| test | dev phase1 | dev phase2 | test | dev | test meeting | test net |
+| Greedy Search | 3.2 | 3.67 | 23.15 | 24.78 | 2.91 | 3.04 | 3.59 | 4.03 | 15.68 | 3.68 | 3.12 | 6.69 | 3.19 | 8.01 | 9.32 | 7.05 | 8.78 |
 
 
-The pre-trained model is available here : https://huggingface.co/zrjin/icefall-asr-multi-zh-hans-zipformer-2023-9-2
+Pre-trained model can be found here : https://huggingface.co/zrjin/icefall-asr-multi-zh-hans-zipformer-2023-9-2/