From 73f4c8be502b867ab6858dd6b699b71fd2492fcd Mon Sep 17 00:00:00 2001
From: lyblsgo <wucong.lyb@alibaba-inc.com>
Date: 星期五, 10 十一月 2023 11:05:14 +0800
Subject: [PATCH] Merge remote-tracking branch 'origin/main'

---
 runtime/docs/SDK_advanced_guide_offline_zh.md |    2 
 funasr/quick_start.md                         |   94 +++++++++++++++++++----
 docs/installation/docker.md                   |    4 
 funasr/quick_start_zh.md                      |   93 ++++++++++++++++++++---
 README.md                                     |    2 
 docs/installation/docker_zh.md                |    4 
 6 files changed, 164 insertions(+), 35 deletions(-)

diff --git a/README.md b/README.md
index 3f6b434..f73c0ca 100644
--- a/README.md
+++ b/README.md
@@ -54,7 +54,7 @@
 |:--------------------------------------------------------------------------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------:|:--------------------------------:|:----------:|
 | <nobr>paraformer-zh ([猸怾(https://www.modelscope.cn/models/damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-pytorch/summary)  [馃]() )</nobr> |             speech recognition, with timestamps, non-streaming              |      60000 hours, Mandarin       |    220M    |
 |             <nobr>paraformer-zh-spk ( [猸怾(https://modelscope.cn/models/damo/speech_paraformer-large-vad-punc-spk_asr_nat-zh-cn/summary)  [馃]() )</nobr>             | speech recognition with speaker diarization, with timestamps, non-streaming |      60000 hours, Mandarin       |    220M    |
-|    <nobr>paraformer-zh-online ( [猸怾(https://modelscope.cn/models/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online/summary) [馃]() )</nobr>     |                      speech recognition, non-streaming                      |      60000 hours, Mandarin       |    220M    |
+|    <nobr>paraformer-zh-online ( [猸怾(https://modelscope.cn/models/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online/summary) [馃]() )</nobr>     |                        speech recognition, streaming                        |      60000 hours, Mandarin       |    220M    |
 |      <nobr>paraformer-en ( [猸怾(https://www.modelscope.cn/models/damo/speech_paraformer-large-vad-punc_asr_nat-en-16k-common-vocab10020/summary) [馃]() )</nobr>      |             speech recognition, with timestamps, non-streaming              |       50000 hours, English       |    220M    |
 |                                                            <nobr>paraformer-en-spk ([馃]() [猸怾() )</nobr>                                                            |         speech recognition with speaker diarization, non-streaming          |       50000 hours, English       |    220M    |
 |                  <nobr>conformer-en ( [猸怾(https://modelscope.cn/models/damo/speech_conformer_asr-en-16k-vocab4199-pytorch/summary) [馃]() )</nobr>                   |                      speech recognition, non-streaming                      |       50000 hours, English       |    220M    |
diff --git a/docs/installation/docker.md b/docs/installation/docker.md
index 8de3390..ee02650 100644
--- a/docs/installation/docker.md
+++ b/docs/installation/docker.md
@@ -37,11 +37,11 @@
 ### Image Hub
 
 #### CPU
-`registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.1.0`
+`registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.3.0`
 
 #### GPU
 
-`registry.cn-hangzhou.aliyuncs.com/modelscope-repo/modelscope:ubuntu20.04-cuda11.3.0-py37-torch1.11.0-tf1.15.5-1.6.0`
+`registry.cn-hangzhou.aliyuncs.com/modelscope-repo/modelscope:ubuntu20.04-py38-torch1.11.0-tf1.15.5-1.8.1`
 
 ### Pull Image
 ```shell
diff --git a/docs/installation/docker_zh.md b/docs/installation/docker_zh.md
index 74f303e..e32022e 100644
--- a/docs/installation/docker_zh.md
+++ b/docs/installation/docker_zh.md
@@ -37,11 +37,11 @@
 ### 闀滃儚浠撳簱
 
 #### CPU
-`registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.1.0`
+`registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.3.0`
 
 #### GPU
 
-`registry.cn-beijing.aliyuncs.com/modelscope-repo/modelscope:ubuntu20.04-cuda11.7.1-py38-torch2.0.1-tf1.15.5-1.7.0`
+`registry.cn-hangzhou.aliyuncs.com/modelscope-repo/modelscope:ubuntu20.04-py38-torch1.11.0-tf1.15.5-1.8.1`
 
 ### 鎷夊彇闀滃儚
 ```shell
diff --git a/funasr/quick_start.md b/funasr/quick_start.md
index 6108f02..0b316c0 100644
--- a/funasr/quick_start.md
+++ b/funasr/quick_start.md
@@ -28,37 +28,99 @@
 
 For more examples, please refer to [docs](../runtime/python/websocket/README.md).
 
-### C++ version Example
+### Service Deployment Software
 
-Currently, offline file transcription service (CPU) is supported, and concurrent requests of hundreds of channels are supported.
+Both high-precision, high-efficiency, and high-concurrency file transcription, as well as low-latency real-time speech recognition, are supported. It also supports Docker deployment and multiple concurrent requests.
 
-##### The real-time transcription service, Mandarin (CPU)
-###### Server Deployment
-You can use the following command to complete the deployment:
+##### Docker Installation (optional)
+###### If you have already installed Docker, skip this step.
+
 ```shell
-curl -O https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/shell/funasr-runtime-deploy-online-cpu-zh.sh
-sudo bash funasr-runtime-deploy-online-cpu-zh.sh install --workspace ./funasr-runtime-resources
+curl -O https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/shell/install_docker.sh;
+sudo bash install_docker.sh
 ```
 
+##### Real-time Speech Recognition Service Deployment
+
+###### Docker Image Download and Launch
+Use the following command to pull and launch the FunASR software package Docker image锛圼Get the latest image version](https://github.com/alibaba-damo-academy/FunASR/blob/main/runtime/docs/SDK_advanced_guide_online.md)锛夛細
+
+```shell
+sudo docker pull \
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.5
+mkdir -p ./funasr-runtime-resources/models
+sudo docker run -p 10096:10095 -it --privileged=true \
+  -v $PWD/funasr-runtime-resources/models:/workspace/models \
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.5
+```
+
+###### Server Start
+
+After Docker is started, start the funasr-wss-server-2pass service program:
+
+```shell
+cd FunASR/runtime
+nohup bash run_server_2pass.sh \
+  --download-model-dir /workspace/models \
+  --vad-dir damo/speech_fsmn_vad_zh-cn-16k-common-onnx \
+  --model-dir damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx  \
+  --online-model-dir damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online-onnx  \
+  --punc-dir damo/punc_ct-transformer_zh-cn-common-vad_realtime-vocab272727-onnx \
+  --itn-dir thuduj12/fst_itn_zh \
+  --hotword /workspace/models/hotwords.txt > log.out 2>&1 &
+
+# If you want to disable SSL, add the parameter: --certfile 0
+# If you want to deploy with a timestamp or nn hotword model, please set --model-dir to the corresponding model:
+#   damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-onnx (timestamp)
+#   damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404-onnx (nn hotword)
+# If you want to load hotwords on the server side, please configure the hotwords in the host file ./funasr-runtime-resources/models/hotwords.txt (docker mapping address is /workspace/models/hotwords.txt):
+#   One hotword per line, format (hotword weight): Alibaba 20
+```
 
 ###### Client Testing
 Testing [samples](https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/sample/funasr_samples.tar.gz)
 
 ```shell
-python3 funasr_wss_client.py --host "127.0.0.1" --port 10095 --mode 2pass
+python3 funasr_wss_client.py --host "127.0.0.1" --port 10096 --mode 2pass
 ```
-For more examples, please refer to [docs](../runtime/docs/SDK_tutorial_online_zh.md)
+For more examples, please refer to [docs](https://github.com/alibaba-damo-academy/FunASR/blob/main/runtime/docs/SDK_advanced_guide_online.md)
 
 
 #### File Transcription Service, Mandarin (CPU)
 
-##### Server Deployment
-
-You can use the following command to complete the deployment:
+###### Docker Image Download and Launch
+Use the following command to pull and launch the FunASR software package Docker image锛圼Get the latest image version](https://github.com/alibaba-damo-academy/FunASR/blob/main/runtime/docs/SDK_advanced_guide_offline.md)锛夛細
 
 ```shell
-curl -O https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/shell/funasr-runtime-deploy-offline-cpu-zh.sh
-sudo bash funasr-runtime-deploy-offline-cpu-zh.sh install --workspace ./funasr-runtime-resources
+sudo docker pull \
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.3.0
+mkdir -p ./funasr-runtime-resources/models
+sudo docker run -p 10095:10095 -it --privileged=true \
+  -v $PWD/funasr-runtime-resources/models:/workspace/models \
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.3.0
+```
+
+###### Server Start
+
+After Docker is started, start the funasr-wss-server service program:
+
+```shell
+cd FunASR/runtime
+nohup bash run_server.sh \
+  --download-model-dir /workspace/models \
+  --vad-dir damo/speech_fsmn_vad_zh-cn-16k-common-onnx \
+  --model-dir damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx  \
+  --punc-dir damo/punc_ct-transformer_cn-en-common-vocab471067-large-onnx \
+  --lm-dir damo/speech_ngram_lm_zh-cn-ai-wesp-fst \
+  --itn-dir thuduj12/fst_itn_zh \
+  --hotword /workspace/models/hotwords.txt > log.out 2>&1 &
+
+# If you want to disable SSL, add the parameter: --certfile 0
+# If you want to use timestamp or nn hotword models for deployment, please set --model-dir to the corresponding model:
+#   damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-onnx (timestamp)
+#   damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404-onnx (nn hotword)
+# If you want to load hotwords on the server side, please configure the hotwords in the host machine file ./funasr-runtime-resources/models/hotwords.txt (docker mapping address is /workspace/models/hotwords.txt):
+#   One hotword per line, format (hotword weight): Alibaba 20
 ```
 
 ##### Client Testing
@@ -68,7 +130,7 @@
 python3 funasr_wss_client.py --host "127.0.0.1" --port 10095 --mode offline --audio_in "../audio/asr_example.wav"
 ```
 
-For more examples, please refer to [docs](../runtime/docs/SDK_tutorial_zh.md)
+For more examples, please refer to [docs](https://github.com/alibaba-damo-academy/FunASR/blob/main/runtime/docs/SDK_advanced_guide_offline.md)
 
 
 ## Industrial Model Egs
@@ -81,7 +143,7 @@
 
 inference_pipeline = pipeline(
     task=Tasks.auto_speech_recognition,
-    model='damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch',
+    model='damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-pytorch',
 )
 
 rec_result = inference_pipeline(audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
diff --git a/funasr/quick_start_zh.md b/funasr/quick_start_zh.md
index 9a3c2c9..4e35866 100644
--- a/funasr/quick_start_zh.md
+++ b/funasr/quick_start_zh.md
@@ -5,11 +5,11 @@
 
 鎮ㄥ彲浠ラ�氳繃濡備笅鍑犵鏂瑰紡浣跨敤FunASR鍔熻兘:
 
-- 鏈嶅姟閮ㄧ讲SDK
+- 鏈嶅姟閮ㄧ讲绀惧尯杞欢鍖�
 - 宸ヤ笟妯″瀷egs
 - 瀛︽湳妯″瀷egs
 
-### 鏈嶅姟閮ㄧ讲SDK
+### 鏈嶅姟閮ㄧ讲绀惧尯杞欢鍖�
 
 #### python鐗堟湰绀轰緥
 
@@ -29,37 +29,104 @@
 鏇村渚嬪瓙鍙互鍙傝�冿紙[鐐瑰嚮姝ゅ](../runtime/python/websocket/README.md)锛�
 
 <a name="cpp鐗堟湰绀轰緥"></a>
-#### c++鐗堟湰绀轰緥
+#### 鏈嶅姟閮ㄧ讲杞欢鍖�
 
-闆嗘垚鏈夛紝VAD锛孉SR涓庢爣鐐规仮澶嶆ā鍨嬶紝鏀寔涓婄櫨璺苟鍙戣姹�
+鏃㈠彲浠ヨ繘琛岄珮绮惧害銆侀珮鏁堢巼涓庨珮骞跺彂鐨勬枃浠惰浆鍐欙紝涔熷彲浠ヨ繘琛屼綆寤舵椂鐨勫疄鏃惰闊冲惉鍐欍�傛敮鎸丏ocker鍖栭儴缃诧紝澶氳矾璇锋眰銆�
+
+##### 鍑嗗宸ヤ綔锛歞ocker瀹夎锛堝彲閫夛級
+###### 濡傛灉鎮ㄥ凡瀹夎docker锛屽拷鐣ユ湰姝ラ
+
+```shell
+curl -O https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/shell/install_docker.sh;
+sudo bash install_docker.sh
+```
 
 ##### 瀹炴椂璇煶鍚啓鏈嶅姟閮ㄧ讲
 
+###### docker闀滃儚涓嬭浇涓庡惎鍔�
+閫氳繃涓嬭堪鍛戒护鎷夊彇骞跺惎鍔‵unASR杞欢鍖卍ocker闀滃儚锛圼鑾峰彇鏈�鏂伴暅鍍忕増鏈琞(https://github.com/alibaba-damo-academy/FunASR/blob/main/runtime/docs/SDK_advanced_guide_online_zh.md)锛夛細
+
 ```shell
-curl -O https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/shell/funasr-runtime-deploy-online-cpu-zh.sh
-sudo bash funasr-runtime-deploy-online-cpu-zh.sh install --workspace ./funasr-runtime-resources
+sudo docker pull \
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.5
+mkdir -p ./funasr-runtime-resources/models
+sudo docker run -p 10096:10095 -it --privileged=true \
+  -v $PWD/funasr-runtime-resources/models:/workspace/models \
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.5
+```
+
+###### 鏈嶅姟绔惎鍔�
+docker鍚姩涔嬪悗锛屽惎鍔� funasr-wss-server-2pass鏈嶅姟绋嬪簭锛�
+```shell
+cd FunASR/runtime
+nohup bash run_server_2pass.sh \
+  --download-model-dir /workspace/models \
+  --vad-dir damo/speech_fsmn_vad_zh-cn-16k-common-onnx \
+  --model-dir damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx  \
+  --online-model-dir damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-online-onnx  \
+  --punc-dir damo/punc_ct-transformer_zh-cn-common-vad_realtime-vocab272727-onnx \
+  --itn-dir thuduj12/fst_itn_zh \
+  --hotword /workspace/models/hotwords.txt > log.out 2>&1 &
+
+# 濡傛灉鎮ㄦ兂鍏抽棴ssl锛屽鍔犲弬鏁帮細--certfile 0
+# 濡傛灉鎮ㄦ兂浣跨敤鏃堕棿鎴虫垨鑰卬n鐑瘝妯″瀷杩涜閮ㄧ讲锛岃璁剧疆--model-dir涓哄搴旀ā鍨嬶細
+#   damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-onnx锛堟椂闂存埑锛�
+#   damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404-onnx锛坣n鐑瘝锛�
+# 濡傛灉鎮ㄦ兂鍦ㄦ湇鍔＄鍔犺浇鐑瘝锛岃鍦ㄥ涓绘満鏂囦欢./funasr-runtime-resources/models/hotwords.txt閰嶇疆鐑瘝锛坉ocker鏄犲皠鍦板潃涓�/workspace/models/hotwords.txt锛�:
+#   姣忚涓�涓儹璇嶏紝鏍煎紡(鐑瘝 鏉冮噸)锛氶樋閲屽反宸� 20
 ```
 
 ##### 瀹㈡埛绔祴璇曚笌浣跨敤
 瀹㈡埛绔祴璇曪紙[samples](https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/sample/funasr_samples.tar.gz)锛�
 
 ```shell
-python3 funasr_wss_client.py --host "127.0.0.1" --port 10095 --mode 2pass
+python3 funasr_wss_client.py --host "127.0.0.1" --port 10096 --mode 2pass
 ```
-鏇村渚嬪瓙鍙傝�冿紙[鐐瑰嚮姝ゅ](../runtime/docs/SDK_tutorial_online_zh.md)锛�
+鏇村渚嬪瓙鍙傝�冿紙[鐐瑰嚮姝ゅ](https://github.com/alibaba-damo-academy/FunASR/blob/main/runtime/docs/SDK_advanced_guide_online_zh.md)锛�
 
 ##### 绂荤嚎鏂囦欢杞啓鏈嶅姟閮ㄧ讲
-###### 鏈嶅姟绔儴缃�
+
+###### 闀滃儚鍚姩
+
+閫氳繃涓嬭堪鍛戒护鎷夊彇骞跺惎鍔‵unASR杞欢鍖卍ocker闀滃儚锛圼鑾峰彇鏈�鏂伴暅鍍忕増鏈琞(https://github.com/alibaba-damo-academy/FunASR/blob/main/runtime/docs/SDK_advanced_guide_offline_zh.md)锛夛細
+
 ```shell
-curl -O https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/shell/funasr-runtime-deploy-offline-cpu-zh.sh
-sudo bash funasr-runtime-deploy-offline-cpu-zh.sh install --workspace ./funasr-runtime-resources
+sudo docker pull \
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.3.0
+mkdir -p ./funasr-runtime-resources/models
+sudo docker run -p 10095:10095 -it --privileged=true \
+  -v $PWD/funasr-runtime-resources/models:/workspace/models \
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.3.0
 ```
+
+###### 鏈嶅姟绔惎鍔�
+
+docker鍚姩涔嬪悗锛屽惎鍔� funasr-wss-server鏈嶅姟绋嬪簭锛�
+```shell
+cd FunASR/runtime
+nohup bash run_server.sh \
+  --download-model-dir /workspace/models \
+  --vad-dir damo/speech_fsmn_vad_zh-cn-16k-common-onnx \
+  --model-dir damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx  \
+  --punc-dir damo/punc_ct-transformer_cn-en-common-vocab471067-large-onnx \
+  --lm-dir damo/speech_ngram_lm_zh-cn-ai-wesp-fst \
+  --itn-dir thuduj12/fst_itn_zh \
+  --hotword /workspace/models/hotwords.txt > log.out 2>&1 &
+
+# 濡傛灉鎮ㄦ兂鍏抽棴ssl锛屽鍔犲弬鏁帮細--certfile 0
+# 濡傛灉鎮ㄦ兂浣跨敤鏃堕棿鎴虫垨鑰卬n鐑瘝妯″瀷杩涜閮ㄧ讲锛岃璁剧疆--model-dir涓哄搴旀ā鍨嬶細
+#   damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-onnx锛堟椂闂存埑锛�
+#   damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404-onnx锛坣n鐑瘝锛�
+# 濡傛灉鎮ㄦ兂鍦ㄦ湇鍔＄鍔犺浇鐑瘝锛岃鍦ㄥ涓绘満鏂囦欢./funasr-runtime-resources/models/hotwords.txt閰嶇疆鐑瘝锛坉ocker鏄犲皠鍦板潃涓�/workspace/models/hotwords.txt锛�:
+#   姣忚涓�涓儹璇嶏紝鏍煎紡(鐑瘝 鏉冮噸)锛氶樋閲屽反宸� 20
+```
+
 ###### 瀹㈡埛绔祴璇�
 瀹㈡埛绔祴璇曪紙[samples](https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/sample/funasr_samples.tar.gz)锛�
 ```shell
 python3 funasr_wss_client.py --host "127.0.0.1" --port 10095 --mode offline --audio_in "../audio/asr_example.wav"
 ```
-鏇村渚嬪瓙鍙傝�冿紙[鐐瑰嚮姝ゅ](../runtime/docs/SDK_tutorial_zh.md)锛�
+鏇村渚嬪瓙鍙傝�冿紙[鐐瑰嚮姝ゅ](https://github.com/alibaba-damo-academy/FunASR/blob/main/runtime/docs/SDK_advanced_guide_offline_zh.md)锛�
 
 
 
@@ -74,7 +141,7 @@
 
 inference_pipeline = pipeline(
     task=Tasks.auto_speech_recognition,
-    model='damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch',
+    model='damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-pytorch',
 )
 
 rec_result = inference_pipeline(audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_zh.wav')
diff --git a/runtime/docs/SDK_advanced_guide_offline_zh.md b/runtime/docs/SDK_advanced_guide_offline_zh.md
index 4bf1cd1..03cf8e7 100644
--- a/runtime/docs/SDK_advanced_guide_offline_zh.md
+++ b/runtime/docs/SDK_advanced_guide_offline_zh.md
@@ -38,7 +38,7 @@
 
 ### 闀滃儚鍚姩
 
-閫氳繃涓嬭堪鍛戒护鎷夊彇骞跺惎鍔‵unASR runtime-SDK鐨刣ocker闀滃儚锛�
+閫氳繃涓嬭堪鍛戒护鎷夊彇骞跺惎鍔‵unASR杞欢鍖呯殑docker闀滃儚锛�
 
 ```shell
 sudo docker pull \

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