update readme

2025-09-15 14:48:36 +08:00 · 2024-09-26 11:28:03 +08:00 · 2024-09-26 11:28:03 +08:00 · cd4c6485ef
commit cd4c6485ef
parent df24be2892
14 changed files with 43 additions and 23 deletions
--- a/README.md
+++ b/README.md
@ -29,6 +29,7 @@

 <a name="whats-new"></a>
 ## What's new:
+- 2024/09/26: Offline File Transcription Service 4.6, Offline File Transcription Service of English 1.7，Real-time Transcription Service 1.11 released，fix memory leak & Support the SensevoiceSmall onnx model；File Transcription Service 2.0 GPU released, Fix GPU memory leak; ([docs](runtime/readme.md));
 - 2024/09/25：keyword spotting models are new supported. Supports fine-tuning and inference for four models: [fsmn_kws](https://modelscope.cn/models/iic/speech_sanm_kws_phone-xiaoyun-commands-online), [fsmn_kws_mt](https://modelscope.cn/models/iic/speech_sanm_kws_phone-xiaoyun-commands-online), [sanm_kws](https://modelscope.cn/models/iic/speech_sanm_kws_phone-xiaoyun-commands-offline), [sanm_kws_streaming](https://modelscope.cn/models/iic/speech_sanm_kws_phone-xiaoyun-commands-online).
 - 2024/07/04：[SenseVoice](https://github.com/FunAudioLLM/SenseVoice) is a speech foundation model with multiple speech understanding capabilities, including ASR, LID, SER, and AED.
 - 2024/07/01: Offline File Transcription Service GPU 1.1 released, optimize BladeDISC model compatibility issues; ref to ([docs](runtime/readme.md))
--- a/README_zh.md
+++ b/README_zh.md
@ -33,6 +33,7 @@ FunASR希望在语音识别的学术研究和工业应用之间架起一座桥

 <a name="最新动态"></a>
 ## 最新动态
+- 2024/09/26: 中文离线文件转写服务 4.6、英文离线文件转写服务 1.7、中文实时语音听写服务 1.11 发布，修复ONNX内存泄漏、支持SensevoiceSmall onnx模型；中文离线文件转写服务GPU 2.0 发布，修复显存泄漏; 详细信息参阅([部署文档](runtime/readme_cn.md))
 - 2024/09/25：新增语音唤醒模型，支持[fsmn_kws](https://modelscope.cn/models/iic/speech_sanm_kws_phone-xiaoyun-commands-online), [fsmn_kws_mt](https://modelscope.cn/models/iic/speech_sanm_kws_phone-xiaoyun-commands-online), [sanm_kws](https://modelscope.cn/models/iic/speech_sanm_kws_phone-xiaoyun-commands-offline), [sanm_kws_streaming](https://modelscope.cn/models/iic/speech_sanm_kws_phone-xiaoyun-commands-online) 4个模型的微调和推理。
 - 2024/07/04：[SenseVoice](https://github.com/FunAudioLLM/SenseVoice) 是一个基础语音理解模型，具备多种语音理解能力，涵盖了自动语音识别（ASR）、语言识别（LID）、情感识别（SER）以及音频事件检测（AED）。
 - 2024/07/01：中文离线文件转写服务GPU版本 1.1发布，优化bladedisc模型兼容性问题；详细信息参阅([部署文档](runtime/readme_cn.md))
--- a/runtime/docs/SDK_advanced_guide_offline.md
+++ b/runtime/docs/SDK_advanced_guide_offline.md
@ -12,6 +12,7 @@ This document serves as a development guide for the FunASR offline file transcri

 | TIME       | INFO                                                                                                                             | IMAGE VERSION                | IMAGE ID     |
 |------------|----------------------------------------------------------------------------------------------------------------------------------|------------------------------|--------------|
+| 2024.09.26 | Fix memory leak, Support the SensevoiceSmall onnx model                 | funasr-runtime-sdk-cpu-0.4.6  | 8651c6b8a1ae |
 | 2024.05.15 | Adapting to FunASR 1.0 model structure | funasr-runtime-sdk-cpu-0.4.5 | 058b9882ae67 |
 | 2024.03.05 | docker image supports ARM64 platform, update modelscope | funasr-runtime-sdk-cpu-0.4.4 | 2dc87b86dc49 |
 | 2024.01.25 | Optimized the VAD (Voice Activity Detection) data processing method, significantly reducing peak memory usage; memory leak optimization| funasr-runtime-sdk-cpu-0.4.2 | befdc7b179ed |
@ -35,9 +36,9 @@ If you do not have Docker installed, please refer to [Docker Installation](https
 ### Pulling and launching images
 Use the following command to pull and launch the Docker image for the FunASR runtime-SDK:
 ```shell
-sudo docker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.5
+sudo docker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.6

-sudo docker run -p 10095:10095 -it --privileged=true -v /root:/workspace/models registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.5
+sudo docker run -p 10095:10095 -it --privileged=true -v /root:/workspace/models registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.6
 ```

 Introduction to command parameters: 
--- a/runtime/docs/SDK_advanced_guide_offline_en.md
+++ b/runtime/docs/SDK_advanced_guide_offline_en.md
@ -6,6 +6,7 @@ This document serves as a development guide for the FunASR offline file transcri

 | TIME       | INFO                                    | IMAGE VERSION                   | IMAGE ID     |
 |------------|-----------------------------------------|---------------------------------|--------------|
+| 2024.09.26 | Fix memory leak | funasr-runtime-sdk-en-cpu-0.1.7 | f6c5a7b59eb6 |
 | 2024.05.15 | Adapting to FunASR 1.0 model structure | funasr-runtime-sdk-en-cpu-0.1.6 | 84d781d07997 |
 | 2024.03.05 | docker image supports ARM64 platform, update modelscope | funasr-runtime-sdk-en-cpu-0.1.5 | 7cca2abc5901 |
 | 2024.01.25 | Optimized the VAD (Voice Activity Detection) data processing method, significantly reducing peak memory usage; memory leak optimization| funasr-runtime-sdk-en-cpu-0.1.3 | c00f9ce7a195 |
@ -25,9 +26,9 @@ If you do not have Docker installed, please refer to [Docker Installation](https
 ### Pulling and launching images
 Use the following command to pull and launch the Docker image for the FunASR runtime-SDK:
 ```shell
-sudo docker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-en-cpu-0.1.6
+sudo docker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-en-cpu-0.1.7

-sudo docker run -p 10097:10095 -it --privileged=true -v /root:/workspace/models registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-en-cpu-0.1.6
+sudo docker run -p 10097:10095 -it --privileged=true -v /root:/workspace/models registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-en-cpu-0.1.7
 ```
 Introduction to command parameters: 
 ```text
--- a/runtime/docs/SDK_advanced_guide_offline_en_zh.md
+++ b/runtime/docs/SDK_advanced_guide_offline_en_zh.md
@ -6,6 +6,7 @@ FunASR提供可一键本地或者云端服务器部署的英文离线文件转

 | 时间         | 详情            | 镜像版本                            | 镜像ID         |
 |------------|---------------|---------------------------------|--------------|
+| 2024.09.26 | 修复内存泄漏 | funasr-runtime-sdk-en-cpu-0.1.7 | f6c5a7b59eb6 |
 | 2024.05.15 | 适配FunASR 1.0模型结构 | funasr-runtime-sdk-en-cpu-0.1.6 | 84d781d07997 |
 | 2024.03.05 | docker镜像支持arm64平台，升级modelscope版本 | funasr-runtime-sdk-en-cpu-0.1.5 | 7cca2abc5901 |
 | 2024.01.25 | 优化vad数据处理方式，大幅降低峰值内存占用；内存泄漏优化 | funasr-runtime-sdk-en-cpu-0.1.3 | c00f9ce7a195 |
@ -40,11 +41,11 @@ docker安装失败请参考 [Docker Installation](https://alibaba-damo-academy.g
 通过下述命令拉取并启动FunASR runtime-SDK的docker镜像：
 ```shell
 sudo docker pull \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-en-cpu-0.1.6
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-en-cpu-0.1.7
 mkdir -p ./funasr-runtime-resources/models
 sudo docker run -p 10097:10095 -it --privileged=true \
  -v $PWD/funasr-runtime-resources/models:/workspace/models \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-en-cpu-0.1.6
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-en-cpu-0.1.7
 ```

 ### 服务端启动
--- a/runtime/docs/SDK_advanced_guide_offline_gpu.md
+++ b/runtime/docs/SDK_advanced_guide_offline_gpu.md
@ -12,6 +12,7 @@ This document serves as a development guide for the FunASR offline file transcri

 | TIME       | INFO                                                                                                                             | IMAGE VERSION                | IMAGE ID     |
 |------------|----------------------------------------------------------------------------------------------------------------------------------|------------------------------|--------------|
+| 2024.09.26 | Fix GPU memory leak                  | funasr-runtime-sdk-gpu-0.2.0 | d280bf7e495b |
 | 2024.07.01 | Optimize BladeDISC model compatibility issues | funasr-runtime-sdk-gpu-0.1.1 | 8875cbf9b99e |
 | 2024.06.27 | Offline File Transcription Software Package(GPU) 1.0 released | funasr-runtime-sdk-gpu-0.1.0 | b86066f4d018 |

@ -28,9 +29,9 @@ If you do not have Docker installed, please refer to [Docker Installation](https
 ### Pulling and launching images
 Use the following command to pull and launch the Docker image for the FunASR runtime-SDK:
 ```shell
-sudo docker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-gpu-0.1.1
+sudo docker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-gpu-0.2.0

-sudo docker run --gpus=all -p 10098:10095 -it --privileged=true -v /root:/workspace/models registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-gpu-0.1.1
+sudo docker run --gpus=all -p 10098:10095 -it --privileged=true -v /root:/workspace/models registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-gpu-0.2.0
 ```

 Introduction to command parameters: 
--- a/runtime/docs/SDK_advanced_guide_offline_gpu_zh.md
+++ b/runtime/docs/SDK_advanced_guide_offline_gpu_zh.md
@ -10,6 +10,7 @@ FunASR离线文件转写GPU软件包，提供了一款功能强大的语音离

 | 时间         | 详情                                                | 镜像版本                         | 镜像ID         |
 |------------|---------------------------------------------------|------------------------------|--------------|
+| 2024.09.26 | 修复显存泄漏                  | funasr-runtime-sdk-gpu-0.2.0 | d280bf7e495b |
 | 2024.07.01 | 优化bladedisc模型兼容性问题                  | funasr-runtime-sdk-gpu-0.1.1 | 8875cbf9b99e |
 | 2024.06.27 | 离线文件转写服务GPU版本1.0 发布                  | funasr-runtime-sdk-gpu-0.1.0 | b86066f4d018 |

@ -40,11 +41,11 @@ docker安装失败请参考 [Docker Installation](https://alibaba-damo-academy.g

 ```shell
 sudo docker pull \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-gpu-0.1.1
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-gpu-0.2.0
 mkdir -p ./funasr-runtime-resources/models
 sudo docker run --gpus=all -p 10098:10095 -it --privileged=true \
  -v $PWD/funasr-runtime-resources/models:/workspace/models \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-gpu-0.1.1
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-gpu-0.2.0
 ```

 ### 服务端启动
--- a/runtime/docs/SDK_advanced_guide_offline_zh.md
+++ b/runtime/docs/SDK_advanced_guide_offline_zh.md
@ -10,6 +10,7 @@ FunASR离线文件转写软件包，提供了一款功能强大的语音离线

 | 时间         | 详情                                                | 镜像版本                         | 镜像ID         |
 |------------|---------------------------------------------------|------------------------------|--------------|
+| 2024.09.26 | 修复内存泄漏、支持SensevoiceSmall onnx模型              | funasr-runtime-sdk-cpu-0.4.6  | 8651c6b8a1ae |
 | 2024.05.15 | 适配FunASR 1.0模型结构 | funasr-runtime-sdk-cpu-0.4.5 | 058b9882ae67 |
 | 2024.03.05 | docker镜像支持arm64平台，升级modelscope版本 | funasr-runtime-sdk-cpu-0.4.4 | 2dc87b86dc49 |
 | 2024.01.25 | 优化vad数据处理方式，大幅降低峰值内存占用；内存泄漏优化| funasr-runtime-sdk-cpu-0.4.2 | befdc7b179ed |
@ -49,11 +50,11 @@ docker安装失败请参考 [Docker Installation](https://alibaba-damo-academy.g

 ```shell
 sudo docker pull \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.5
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.6
 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-0.4.5
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.6
 ```

 ### 服务端启动
@ -71,11 +72,13 @@ nohup bash run_server.sh \
  --hotword /workspace/models/hotwords.txt > log.txt 2>&1 &

 # 如果您想关闭ssl，增加参数：--certfile 0
-# 如果您想使用时间戳或者nn热词模型进行部署，请设置--model-dir为对应模型：
+# 如果您想使用SenseVoiceSmall模型、时间戳、nn热词模型进行部署，请设置--model-dir为对应模型：
+#   iic/SenseVoiceSmall-onnx
 #   damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-onnx（时间戳）
 #   damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404-onnx（nn热词）
 # 如果您想在服务端加载热词，请在宿主机文件./funasr-runtime-resources/models/hotwords.txt配置热词（docker映射地址为/workspace/models/hotwords.txt）:
 #   每行一个热词，格式(热词 权重)：阿里巴巴 20（注：热词理论上无限制，但为了兼顾性能和效果，建议热词长度不超过10，个数不超过1k，权重1~100）
+# SenseVoiceSmall-onnx识别结果中“<|zh|><|NEUTRAL|><|Speech|> ”分别为对应的语种、情感、事件信息
 ```
 如果您想定制ngram，参考文档([如何训练LM](./lm_train_tutorial.md))

--- a/runtime/docs/SDK_advanced_guide_online.md
+++ b/runtime/docs/SDK_advanced_guide_online.md
@ -8,6 +8,7 @@ FunASR Real-time Speech Recognition Software Package integrates real-time versio

 | TIME       | INFO                                                                                | IMAGE VERSION                       | IMAGE ID     |
 |------------|-------------------------------------------------------------------------------------|-------------------------------------|--------------|
+| 2024.09.26 | Fix memory leak | funasr-runtime-sdk-online-cpu-0.1.11 | e51a36c42771 |
 | 2024.05.15 | Adapting to FunASR 1.0 model structure | funasr-runtime-sdk-online-cpu-0.1.10 | 1c2adfcff84d |
 | 2024.03.05 | docker image supports ARM64 platform, update modelscope | funasr-runtime-sdk-online-cpu-0.1.9 | 4a875e08c7a2 |
 | 2024.01.25 | Optimization of the client-side | funasr-runtime-sdk-online-cpu-0.1.7  | 2aa23805572e      |
--- a/runtime/docs/SDK_advanced_guide_online_zh.md
+++ b/runtime/docs/SDK_advanced_guide_online_zh.md
@ -12,6 +12,7 @@ FunASR实时语音听写软件包，集成了实时版本的语音端点检测

 | 时间         | 详情                                | 镜像版本                                 | 镜像ID         |
 |:-----------|:----------------------------------|--------------------------------------|--------------|
+| 2024.09.26 | 修复内存泄漏 | funasr-runtime-sdk-online-cpu-0.1.11 | e51a36c42771 |
 | 2024.05.15 | 适配FunASR 1.0模型结构 | funasr-runtime-sdk-online-cpu-0.1.10 | 1c2adfcff84d |
 | 2024.03.05 | docker镜像支持arm64平台，升级modelscope版本 | funasr-runtime-sdk-online-cpu-0.1.9 | 4a875e08c7a2 |
 | 2024.01.25 | 客户端优化| funasr-runtime-sdk-online-cpu-0.1.7  | 2aa23805572e      |
@ -39,11 +40,11 @@ docker安装失败请参考 [Docker Installation](https://alibaba-damo-academy.g

 ```shell
 sudo docker pull \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.10
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.11
 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-0.1.10
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.11
 ```

 ### 服务端启动
--- a/runtime/quick_start.md
+++ b/runtime/quick_start.md
@ -47,11 +47,11 @@ Use the following command to pull and launch the FunASR software package Docker

 ```shell
 sudo docker pull \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.10
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.11
 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-0.1.10
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.11
 ```

 ###### Server Start
@ -93,11 +93,11 @@ Use the following command to pull and launch the FunASR software package Docker

 ```shell
 sudo docker pull \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.5
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.6
 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-0.4.5
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.6
 ```

 ###### Server Start
--- a/runtime/quick_start_zh.md
+++ b/runtime/quick_start_zh.md
@ -48,11 +48,11 @@ sudo bash install_docker.sh

 ```shell
 sudo docker pull \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.10
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.11
 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-0.1.10
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.11
 ```

 ###### 服务端启动
@ -92,11 +92,11 @@ python3 funasr_wss_client.py --host "127.0.0.1" --port 10096 --mode 2pass

 ```shell
 sudo docker pull \
-  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.5
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.6
 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-0.4.5
+  registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-cpu-0.4.6
 ```

 ###### 服务端启动
--- a/runtime/readme.md
+++ b/runtime/readme.md
@ -17,6 +17,7 @@ Currently, the FunASR runtime-SDK supports the deployment of file transcription
 To meet the needs of different users, we have prepared different tutorials with text and images for both novice and advanced developers.

 ### Whats-new
+- 2024/09/26: File Transcription Service 2.0 GPU released, Fix GPU memory leak, docker image version funasr-runtime-sdk-gpu-0.2.0 (d280bf7e495b)
 - 2024/07/01: File Transcription Service 1.1 GPU released, optimize BladeDISC model compatibility issues, docker image version funasr-runtime-sdk-gpu-0.1.1 (8875cbf9b99e)
 - 2024/06/27: File Transcription Service 1.0 GPU released, supporting dynamic batch processing and multi-threading concurrency. In the long audio test set, the single-thread RTF is 0.0076, and multi-threads' speedup is 1200+ (compared to 330+ on CPU), ref to([docs](./docs/benchmark_libtorch_cpp.md)) , docker image version funasr-runtime-sdk-gpu-0.1.0 (b86066f4d018)

@ -32,6 +33,7 @@ Currently, the FunASR runtime-SDK supports the deployment of file transcription
 To meet the needs of different users, we have prepared different tutorials with text and images for both novice and advanced developers.

 ### Whats-new
+- 2024/09/26: Fix memory leak, docker image version funasr-runtime-sdk-en-cpu-0.1.7 (f6c5a7b59eb6).
 - 2024/05/15: Adapting to FunASR 1.0 model structure, docker image version funasr-runtime-sdk-en-cpu-0.1.6 (84d781d07997).
 - 2024/03/05: docker image supports ARM64 platform, update modelscope, docker image version funasr-runtime-sdk-en-cpu-0.1.5 (7cca2abc5901).
 - 2024/01/25: Optimized the VAD (Voice Activity Detection) data processing method,significantly reducing peak memory usage,memory leak optimization, docker image version funasr-runtime-sdk-en-cpu-0.1.3 (c00f9ce7a195).
@ -58,6 +60,7 @@ The FunASR real-time speech-to-text service software package not only performs r
 In order to meet the needs of different users for different scenarios, different tutorials are prepared:

 ### Whats-new
+- 2024/09/26: Real-time Transcription Service 1.11 released，Fix memory leak, docker image version funasr-runtime-sdk-online-cpu-0.1.11 (e51a36c42771)
 - 2024/05/15: Real-time Transcription Service 1.10 released，adapting to FunASR 1.0 model structure, docker image version funasr-runtime-sdk-online-cpu-0.1.10 (1c2adfcff84d)
 - 2024/03/05: Real-time Transcription Service 1.9 released，docker image supports ARM64 platform, update modelscope, docker image version funasr-runtime-sdk-online-cpu-0.1.9 (4a875e08c7a2)
 - 2024/01/25: Real-time Transcription Service 1.7 released，optimization of the client-side, docker image version funasr-runtime-sdk-online-cpu-0.1.7 (2aa23805572e)
@ -89,6 +92,7 @@ Currently, the FunASR runtime-SDK supports the deployment of file transcription
 To meet the needs of different users, we have prepared different tutorials with text and images for both novice and advanced developers.

 ### Whats-new
+- 2024/09/26: File Transcription Service 4.6 released, Fix memory leak & Support the SensevoiceSmall onnx model, docker image version funasr-runtime-sdk-cpu-0.4.6 (8651c6b8a1ae)
 - 2024/05/15: File Transcription Service 4.5 released, adapting to FunASR 1.0 model structure, docker image version funasr-runtime-sdk-cpu-0.4.5 (058b9882ae67)
 - 2024/03/05: File Transcription Service 4.4 released, docker image supports ARM64 platform, update modelscope, docker image version funasr-runtime-sdk-cpu-0.4.4 (2dc87b86dc49)
 - 2024/01/25: File Transcription Service 4.2 released, optimized the VAD (Voice Activity Detection) data processing method, significantly reducing peak memory usage, memory leak optimization, docker image version funasr-runtime-sdk-cpu-0.4.2 (befdc7b179ed)
--- a/runtime/readme_cn.md
+++ b/runtime/readme_cn.md
@ -19,6 +19,7 @@ FunASR是由阿里巴巴通义实验室语音团队开源的一款语音识别
 为了支持不同用户的需求，针对不同场景，准备了不同的图文教程：

 ### 最新动态
+- 2024/09/26:   中文离线文件转写服务GPU 2.0 发布，修复显存泄漏，docker镜像版本funasr-runtime-sdk-gpu-0.2.0 (d280bf7e495b)
 - 2024/07/01:   中文离线文件转写服务GPU 1.1 发布，优化bladedisc模型兼容性问题，docker镜像版本funasr-runtime-sdk-gpu-0.1.1 (8875cbf9b99e)
 - 2024/06/27:   中文离线文件转写服务GPU 1.0 发布，支持动态batch，支持多路并发，在长音频测试集上单线RTF为0.0076，多线加速比为1200+（CPU为330+），详见([文档](./docs/benchmark_libtorch_cpp.md))，docker镜像版本funasr-runtime-sdk-gpu-0.1.0 (b86066f4d018)

@ -33,6 +34,7 @@ FunASR是由阿里巴巴通义实验室语音团队开源的一款语音识别
 为了支持不同用户的需求，针对不同场景，准备了不同的图文教程：

 ### 最新动态
+- 2024/09/26:   英文离线文件转写服务 1.7 发布，修复内存泄漏，docker镜像版本funasr-runtime-sdk-en-cpu-0.1.7 (f6c5a7b59eb6)
 - 2024/05/15:   英文离线文件转写服务 1.6 发布，适配FunASR 1.0模型结构，docker镜像版本funasr-runtime-sdk-en-cpu-0.1.6 (84d781d07997)
 - 2024/03/05:   英文离线文件转写服务 1.5 发布，docker镜像支持arm64平台，升级modelscope版本，docker镜像版本funasr-runtime-sdk-en-cpu-0.1.5 (7cca2abc5901)
 - 2024/01/25:   英文离线文件转写服务 1.3 发布，优化vad数据处理方式，大幅降低峰值内存占用，内存泄漏优化，docker镜像版本funasr-runtime-sdk-en-cpu-0.1.3 (c00f9ce7a195)
@ -51,6 +53,7 @@ FunASR实时语音听写服务软件包，既可以实时地进行语音转文
 为了支持不同用户的需求，针对不同场景，准备了不同的图文教程：

 ### 最新动态
+- 2024/09/26:   中文实时语音听写服务 1.11 发布，修复内存泄漏，docker镜像版本funasr-runtime-sdk-online-cpu-0.1.11 (e51a36c42771)
 - 2024/05/15:   中文实时语音听写服务 1.10 发布，适配FunASR 1.0模型结构，docker镜像版本funasr-runtime-sdk-online-cpu-0.1.10 (1c2adfcff84d)
 - 2024/03/05:   中文实时语音听写服务 1.9 发布，docker镜像支持arm64平台，升级modelscope版本，docker镜像版本funasr-runtime-sdk-online-cpu-0.1.9 (4a875e08c7a2)
 - 2024/01/25:   中文实时语音听写服务 1.7 发布，客户端优化，docker镜像版本funasr-runtime-sdk-online-cpu-0.1.7 (2aa23805572e)
@ -74,6 +77,7 @@ FunASR实时语音听写服务软件包，既可以实时地进行语音转文
 为了支持不同用户的需求，针对不同场景，准备了不同的图文教程：

 ### 最新动态
+- 2024/09/26:   中文离线文件转写服务 4.6 发布，修复内存泄漏、支持SensevoiceSmall onnx模型，docker镜像版本funasr-runtime-sdk-cpu-0.4.6 (8651c6b8a1ae)
 - 2024/05/15:   中文离线文件转写服务 4.5 发布，适配FunASR 1.0模型结构，docker镜像版本funasr-runtime-sdk-cpu-0.4.5 (058b9882ae67)
 - 2024/03/05:   中文离线文件转写服务 4.4 发布，docker镜像支持arm64平台，升级modelscope版本，docker镜像版本funasr-runtime-sdk-cpu-0.4.4 (2dc87b86dc49)
 - 2024/01/25:   中文离线文件转写服务 4.2 发布，优化vad数据处理方式，大幅降低峰值内存占用，内存泄漏优化，docker镜像版本funasr-runtime-sdk-cpu-0.4.2 (befdc7b179ed)