2024-06-26 02:16:18 +00:00
|
|
|
|
---
|
|
|
|
|
|
frameworks:
|
|
|
|
|
|
- Pytorch
|
|
|
|
|
|
license: Apache License 2.0
|
|
|
|
|
|
tasks:
|
|
|
|
|
|
- auto-speech-recognition
|
|
|
|
|
|
|
|
|
|
|
|
#model-type:
|
|
|
|
|
|
##如 gpt、phi、llama、chatglm、baichuan 等
|
|
|
|
|
|
#- gpt
|
|
|
|
|
|
|
|
|
|
|
|
#domain:
|
|
|
|
|
|
##如 nlp、cv、audio、multi-modal
|
|
|
|
|
|
#- nlp
|
|
|
|
|
|
|
|
|
|
|
|
#language:
|
|
|
|
|
|
##语言代码列表 https://help.aliyun.com/document_detail/215387.html?spm=a2c4g.11186623.0.0.9f8d7467kni6Aa
|
|
|
|
|
|
#- cn
|
|
|
|
|
|
|
|
|
|
|
|
#metrics:
|
|
|
|
|
|
##如 CIDEr、Blue、ROUGE 等
|
|
|
|
|
|
#- CIDEr
|
|
|
|
|
|
|
|
|
|
|
|
#tags:
|
|
|
|
|
|
##各种自定义，包括 pretrained、fine-tuned、instruction-tuned、RL-tuned 等训练方法和其他
|
|
|
|
|
|
#- pretrained
|
|
|
|
|
|
|
|
|
|
|
|
#tools:
|
|
|
|
|
|
##如 vllm、fastchat、llamacpp、AdaSeq 等
|
|
|
|
|
|
#- vllm
|
|
|
|
|
|
---
|
|
|
|
|
|
### 当前模型的贡献者未提供更加详细的模型介绍。模型文件和权重，可浏览“模型文件”页面获取。
|
|
|
|
|
|
#### 您可以通过如下git clone命令，或者ModelScope SDK来下载模型
|
|
|
|
|
|
|
2024-06-27 12:10:25 +00:00
|
|
|
|
# Highlights
|
|
|
|
|
|
- SenseVoice-Small模型支持中、粤、英、日、韩多语言语音识别，在中、粤识别效果上明显优于Whisper模型。
|
|
|
|
|
|
- SenseVoice-Small模型具备优秀的情感识别，能够在测试数据上达到和超过目前最佳情感识别模型的效果。
|
|
|
|
|
|
- SenseVoice-Small模型支持声音事件检测能力，支持音乐、掌声、笑声、哭声、咳嗽、喷嚏等多种常见人机交互事件进行检测。
|
|
|
|
|
|
- SenseVoice-Small采用非自回归端到端框架，推理延迟极低，10s音频推理仅耗时70ms。
|
|
|
|
|
|
- SenseVoice支持模型微调和onnx服务部署。
|
|
|
|
|
|
|
2024-06-27 12:11:36 +00:00
|
|
|
|
## <strong>[SenseVoice开源项目介绍]()</strong>
|
2024-06-27 12:10:25 +00:00
|
|
|
|
<strong>[SenseVoice]()</strong>开源模型是多语言音频理解模型，具有包括语音识别、语种识别、语音情感识别，声学事件检测能力。
|
2024-06-27 12:11:36 +00:00
|
|
|
|
|
2024-06-27 12:10:25 +00:00
|
|
|
|
[**github仓库**]()
|
|
|
|
|
|
| [**最新动态**]()
|
|
|
|
|
|
| [**环境安装**]()
|
|
|
|
|
|
|
|
|
|
|
|
## <strong>[FunASR开源项目介绍](https://github.com/alibaba-damo-academy/FunASR)</strong>
|
|
|
|
|
|
<strong>[FunASR](https://github.com/alibaba-damo-academy/FunASR)</strong>希望在语音识别的学术研究和工业应用之间架起一座桥梁。通过发布工业级语音识别模型的训练和微调，研究人员和开发人员可以更方便地进行语音识别模型的研究和生产，并推动语音识别生态的发展。让语音识别更有趣！
|
|
|
|
|
|
|
|
|
|
|
|
[**github仓库**](https://github.com/alibaba-damo-academy/FunASR)
|
|
|
|
|
|
| [**最新动态**](https://github.com/alibaba-damo-academy/FunASR#whats-new)
|
|
|
|
|
|
| [**环境安装**](https://github.com/alibaba-damo-academy/FunASR#installation)
|
|
|
|
|
|
| [**服务部署**](https://www.funasr.com)
|
|
|
|
|
|
| [**模型库**](https://github.com/alibaba-damo-academy/FunASR/tree/main/model_zoo)
|
|
|
|
|
|
| [**联系我们**](https://github.com/alibaba-damo-academy/FunASR#contact)
|
|
|
|
|
|
|
|
|
|
|
|
# 用法
|
2024-06-26 02:16:18 +00:00
|
|
|
|
SDK下载
|
|
|
|
|
|
```bash
|
|
|
|
|
|
#安装ModelScope
|
|
|
|
|
|
pip install modelscope
|
|
|
|
|
|
```
|
|
|
|
|
|
```python
|
|
|
|
|
|
#SDK模型下载
|
|
|
|
|
|
from modelscope import snapshot_download
|
2024-06-27 12:10:25 +00:00
|
|
|
|
model_dir = snapshot_download('iic/SenseVoiceSmall')
|
2024-06-26 02:16:18 +00:00
|
|
|
|
```
|
|
|
|
|
|
Git下载
|
|
|
|
|
|
```
|
|
|
|
|
|
#Git模型下载
|
2024-06-27 12:10:25 +00:00
|
|
|
|
git clone https://www.modelscope.cn/iic/SenseVoiceSmall.git
|
2024-06-26 02:16:18 +00:00
|
|
|
|
```
|
|
|
|
|
|
|
2024-06-27 12:10:25 +00:00
|
|
|
|
<p style="color: lightgrey;">如果您是本模型的贡献者，我们邀请您根据<a href="https://modelscope.cn/docs/ModelScope%E6%A8%A1%E5%9E%8B%E6%8E%A5%E5%85%A5%E6%B5%81%E7%A8%8B%E6%A6%82%E8%A7%88" style="color: lightgrey; text-decoration: underline;">模型贡献文档</a>，及时完善模型卡片内容。</p>
|
