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@ -34,6 +34,7 @@
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<a name="whats-new"></a>
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## What's new:
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- 2024/10/29: Real-time Transcription Service 1.12 released,The 2pass-offline mode supports the SensevoiceSmal model;([docs](runtime/readme.md));
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- 2024/10/10:Added support for the Whisper-large-v3-turbo model, a multitasking model that can perform multilingual speech recognition, speech translation, and language identification. It can be downloaded from the [modelscope](examples/industrial_data_pretraining/whisper/demo.py), and [openai](examples/industrial_data_pretraining/whisper/demo_from_openai.py).
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- 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));
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- 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).
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@ -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
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<a name="最新动态"></a>
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## 最新动态
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- 2024/10/29: 中文实时语音听写服务 1.12 发布,2pass-offline模式支持SensevoiceSmall模型;详细信息参阅([部署文档](runtime/readme_cn.md))
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- 2024/10/10:新增加Whisper-large-v3-turbo模型支持,多语言语音识别/翻译/语种识别,支持从 [modelscope](examples/industrial_data_pretraining/whisper/demo.py)仓库下载,也支持从 [openai](examples/industrial_data_pretraining/whisper/demo_from_openai.py)仓库下载模型。
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- 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))
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- 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。
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@ -8,6 +8,7 @@ FunASR Real-time Speech Recognition Software Package integrates real-time versio
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| TIME | INFO | IMAGE VERSION | IMAGE ID |
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|------------|-------------------------------------------------------------------------------------|-------------------------------------|--------------|
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| 2024.10.29 | The 2pass-offline mode supports the SensevoiceSmal model | funasr-runtime-sdk-online-cpu-0.1.12 | f5febc5cf13a |
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| 2024.09.26 | Fix memory leak | funasr-runtime-sdk-online-cpu-0.1.11 | e51a36c42771 |
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| 2024.05.15 | Adapting to FunASR 1.0 model structure | funasr-runtime-sdk-online-cpu-0.1.10 | 1c2adfcff84d |
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| 2024.03.05 | docker image supports ARM64 platform, update modelscope | funasr-runtime-sdk-online-cpu-0.1.9 | 4a875e08c7a2 |
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@ -31,9 +32,9 @@ If you do not have Docker installed, please refer to [Docker Installation](https
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### Pull Docker Image
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Use the following command to pull and start the FunASR software package docker image:
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```shell
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sudo docker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.10
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sudo docker pull registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.12
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mkdir -p ./funasr-runtime-resources/models
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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
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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-0.1.12
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```
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### Launching the Server
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@ -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
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| 时间 | 详情 | 镜像版本 | 镜像ID |
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|:-----------|:----------------------------------|--------------------------------------|--------------|
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| 2024.10.29 | 2pass-offline模式支持SensevoiceSmall模型 | funasr-runtime-sdk-online-cpu-0.1.12 | f5febc5cf13a |
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| 2024.09.26 | 修复内存泄漏 | funasr-runtime-sdk-online-cpu-0.1.11 | e51a36c42771 |
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| 2024.05.15 | 适配FunASR 1.0模型结构 | funasr-runtime-sdk-online-cpu-0.1.10 | 1c2adfcff84d |
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| 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 |
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@ -40,11 +41,11 @@ docker安装失败请参考 [Docker Installation](https://alibaba-damo-academy.g
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```shell
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sudo docker pull \
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registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.11
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registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.12
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mkdir -p ./funasr-runtime-resources/models
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sudo docker run -p 10096:10095 -it --privileged=true \
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-v $PWD/funasr-runtime-resources/models:/workspace/models \
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registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.11
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registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.12
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```
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### 服务端启动
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@ -63,11 +64,13 @@ nohup bash run_server_2pass.sh \
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--hotword /workspace/models/hotwords.txt > log.txt 2>&1 &
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# 如果您想关闭ssl,增加参数:--certfile 0
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# 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:
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# 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:
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# iic/SenseVoiceSmall-onnx
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# damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-onnx(时间戳)
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# damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404-onnx(nn热词)
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# 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):
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# 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)
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# SenseVoiceSmall-onnx识别结果中“<|zh|><|NEUTRAL|><|Speech|> ”分别为对应的语种、情感、事件信息
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```
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服务端详细参数介绍可参考[服务端用法详解](#服务端用法详解)
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### 客户端测试与使用
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@ -59,7 +59,8 @@ The documentation mainly targets advanced developers who require modifications a
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The FunASR real-time speech-to-text service software package not only performs real-time speech-to-text conversion, but also allows high-precision transcription text correction at the end of each sentence and outputs text with punctuation, supporting high-concurrency multiple requests.
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In order to meet the needs of different users for different scenarios, different tutorials are prepared:
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### Whats-new
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### Whats-new+
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- 2024/10/29: Real-time Transcription Service 1.12 released,The 2pass-offline mode supports the SensevoiceSmal model, docker image version funasr-runtime-sdk-online-cpu-0.1.12 (f5febc5cf13a)
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- 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)
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- 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)
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- 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)
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@ -53,6 +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
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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:
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### 最新动态
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- 2024/10/29: 中文实时语音听写服务 1.12 发布,2pass-offline模式支持SensevoiceSmall模型,docker镜像版本funasr-runtime-sdk-online-cpu-0.1.12 (f5febc5cf13a)
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- 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)
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- 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)
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- 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)
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