format

demos/custom_streaming_asr/README.md

@@ -7,13 +7,13 @@ In some cases, we need to recognize the specific rare words with high accuracy.
 
 this demo is customized for expense account, which need to recognize rare address.
 
-* G with slot: 打车到 "address_slot"。
+* G with slot: 打车到 "address_slot"。  
 ![](https://ai-studio-static-online.cdn.bcebos.com/28d9ef132a7f47a895a65ae9e5c4f55b8f472c9f3dd24be8a2e66e0b88b173a4)
 
-* this is address slot wfst, you can add the address which want to recognize.
+* this is address slot wfst, you can add the address which want to recognize.  
 ![](https://ai-studio-static-online.cdn.bcebos.com/47c89100ef8c465bac733605ffc53d76abefba33d62f4d818d351f8cea3c8fe2)
 
-* after replace operation, G = fstreplace(G_with_slot, address_slot), we will get the customized graph.
+* after replace operation, G = fstreplace(G_with_slot, address_slot), we will get the customized graph.  
 ![](https://ai-studio-static-online.cdn.bcebos.com/60a3095293044f10b73039ab10c7950d139a6717580a44a3ba878c6e74de402b)  
 
 ## Usage
@@ -28,6 +28,7 @@ sudo docker run --privileged  --net=host --ipc=host -it --rm -v $PWD:/paddle --n
 ### 2. demo
 * run websocket_server.sh.  This script will download resources and libs, and launch the service.
 ```
+cd /paddle
 bash websocket_server.sh
 ```
 this script run in two steps:  

demos/custom_streaming_asr/README_cn.md

@@ -6,27 +6,28 @@
 
 这个 demo 是打车报销单的场景识别，需要识别一些稀有的地名，可以通过如下操作实现。
 
-* G with slot: 打车到 "address_slot"。
+* G with slot: 打车到 "address_slot"。  
 ![](https://ai-studio-static-online.cdn.bcebos.com/28d9ef132a7f47a895a65ae9e5c4f55b8f472c9f3dd24be8a2e66e0b88b173a4)
 
-* 这是address slot wfst, 可以添加一些需要识别的地名.
+* 这是address slot wfst, 可以添加一些需要识别的地名.  
 ![](https://ai-studio-static-online.cdn.bcebos.com/47c89100ef8c465bac733605ffc53d76abefba33d62f4d818d351f8cea3c8fe2)
 
-* 通过replace 操作, G = fstreplace(G_with_slot, address_slot), 最终可以得到定制化的解码图。
+* 通过replace 操作, G = fstreplace(G_with_slot, address_slot), 最终可以得到定制化的解码图。  
 ![](https://ai-studio-static-online.cdn.bcebos.com/60a3095293044f10b73039ab10c7950d139a6717580a44a3ba878c6e74de402b)  
 
 ## 使用方法
 ### 1. 配置环境
 安装paddle:2.2.2 docker镜像。
 ```
-sudo nvidia-docker pull registry.baidubce.com/paddlepaddle/paddle:2.2.2
+sudo docker pull registry.baidubce.com/paddlepaddle/paddle:2.2.2
 
-sudo nvidia-docker run --privileged  --net=host --ipc=host -it --rm -v $PWD:/paddle --name=paddle_demo_docker registry.baidubce.com/paddlepaddle/paddle:2.2.2 /bin/bash 
+sudo docker run --privileged  --net=host --ipc=host -it --rm -v $PWD:/paddle --name=paddle_demo_docker registry.baidubce.com/paddlepaddle/paddle:2.2.2 /bin/bash 
 ```
 
 ### 2. 演示
 * 运行如下命令，完成相关资源和库的下载和服务启动。
 ```
+cd /paddle
 bash websocket_server.sh
 ```
 上面脚本完成了如下两个功能：