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RapidAI/RapidASR

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MIT

Rapid ASR

  • 🎉 推出知识星球RapidAI私享群,这里的提问会优先得到回答和支持,也会享受到RapidAI组织后续持续优质的服务。欢迎大家的加入。
  • Paraformer模型出自阿里达摩院Paraformer语音识别-中文-通用-16k-离线-large-pytorch
  • 本仓库仅对模型做了转换,只采用ONNXRuntime推理引擎。该项目核心代码已经并入FunASR
  • 项目仍会持续更新,欢迎关注。
  • QQ群号:645751008

📖文档导航

📆TODO以及任务认领

  • 参见这里:link

🎨整体框架

flowchart LR

A([wav]) --RapidVad--> B([各个小段的音频]) --RapidASR--> C([识别的文本内容]) --RapidPunc--> D([最终识别内容])

📣更新日志

详情 - 2023-08-21 v2.0.4 update: - 添加whl包支持 - 更新文档 - 2023-02-25 - 添加C++版本推理,使用onnxruntime引擎,预/后处理代码来自: [FastASR](https://github.com/chenkui164/FastASR) - 2023-02-14 v2.0.3 update: - 修复librosa读取wav文件错误 - 修复fbank与torch下fbank提取结果不一致bug - 2023-02-11 v2.0.2 update: - 模型和推理代码解耦(`rapid_paraformer`和`resources`) - 支持批量推理(通过`resources/config.yaml`中`batch_size`指定) - 增加多种输入方式(`Union[str, np.ndarray, List[str]]`) - 2023-02-10 v2.0.1 update: - 添加对输入音频为噪音或者静音的文件推理结果捕捉。
MIT License Copyright (c) 2023 RapidAI Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

简介

A Cross platform implementation of Wenet ASR inference. It's based on ONNXRuntime and Wenet. We provide a set of easier APIs to call wenet models. 展开 收起
C++ 等 4 种语言
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