From 8587384f9d38f75b09456d7e93bc4de402d62e93 Mon Sep 17 00:00:00 2001
From: TianYuan <white-sky@qq.com>
Date: Fri, 24 Dec 2021 07:22:32 +0000
Subject: [PATCH] update readme

---
 README.md                          | 24 ++++++++++++++++++++++++
 README_cn.md                       | 24 ++++++++++++++++++++++++
 examples/iwslt2012/punc0/README.md |  2 +-
 3 files changed, 49 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ea9e8595..9014eca9 100644
--- a/README.md
+++ b/README.md
@@ -391,6 +391,30 @@ PaddleSpeech supports a series of most popular models. They are summarized in [r
   </tbody>
 </table>
 
+**Punctuation Restoration**
+
+<table style="width:100%">
+  <thead>
+    <tr>
+      <th> Task </th>
+      <th> Dataset </th>
+      <th> Model Type </th>
+      <th> Link </th>
+    </tr>
+  </thead>
+  <tbody>
+  
+  <tr>
+      <td>Punctuation Restoration</td>
+      <td>IWLST2012_zh</td>
+      <td>Ernie Linear</td>
+      <td>
+      <a href = "./examples/iwslt2012/punc0">iwslt2012-punc0</a>
+      </td>
+    </tr>
+  </tbody>
+</table>
+
 ## Documents
 
 Normally, [Speech SoTA](https://paperswithcode.com/area/speech), [Audio SoTA](https://paperswithcode.com/area/audio) and [Music SoTA](https://paperswithcode.com/area/music) give you an overview of the hot academic topics in the related area. To focus on the tasks in PaddleSpeech, you will find the following guidelines are helpful to grasp the core ideas.
diff --git a/README_cn.md b/README_cn.md
index c2725b8d..735e74e2 100644
--- a/README_cn.md
+++ b/README_cn.md
@@ -386,6 +386,30 @@ PaddleSpeech 的 **语音合成** 主要包含三个模块：文本前端、声
   </tbody>
 </table>
 
+**标点恢复**
+
+<table style="width:100%">
+  <thead>
+    <tr>
+      <th> Task </th>
+      <th> Dataset </th>
+      <th> Model Type </th>
+      <th> Link </th>
+    </tr>
+  </thead>
+  <tbody>
+  
+  <tr>
+      <td>标点恢复</td>
+      <td>IWLST2012_zh</td>
+      <td>Ernie Linear</td>
+      <td>
+      <a href = "./examples/iwslt2012/punc0">iwslt2012-punc0</a>
+      </td>
+    </tr>
+  </tbody>
+</table>
+
 ## 教程文档
 
 对于 PaddleSpeech 的所关注的任务，以下指南有助于帮助开发者快速入门，了解语音相关核心思想。
diff --git a/examples/iwslt2012/punc0/README.md b/examples/iwslt2012/punc0/README.md
index 1a5c0f03..15ccea85 100644
--- a/examples/iwslt2012/punc0/README.md
+++ b/examples/iwslt2012/punc0/README.md
@@ -20,7 +20,7 @@
 The pretrained model can be downloaded here [ernie_linear_p3_iwslt2012_zh_ckpt_0.1.1.zip](https://paddlespeech.bj.bcebos.com/text/ernie_linear_p3_iwslt2012_zh_ckpt_0.1.1.zip).
 
 ### Test Result
-- ErnieLinear
+- Ernie Linear
     |       |COMMA  |  PERIOD | QUESTION | OVERALL|
     |:-----:|:-----:|:-----:|:-----:|:-----:|  
     |Precision  |0.510955  |0.526462  |0.820755  |0.619391|
-- 
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