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All Projects → OAID → Cortex M Kws

OAID / Cortex M Kws

Licence: apache-2.0
Cortex M KWS example with Tengine Lite.

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tensorflowcnnspeech-recognitioncortex-m

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Cortex-M-KWS

简介

Cortex-M-KWS 由 OPEN AI LAB 主导开发，该项目主要用于基于 Cortex-M4 核心的微控制通过 Tengine Lite 推理框架简单部署关键词识别（KWS, Keyword Spotting）的功能。方便开发者进行技术评估。

开发环境

硬件需求

  • STM32F469I-DISCO：STM32F469I开发评估套件（基于 Cortex-M4 核心）

软件需求

  • Keil IDE
  • CMSIS
  • FreeRTOS
  • Tengine Lite

运行说明

  • Keil IDE 安装

    • 完成 Keil-MDK 5.3 安装。

  • 下载本项目

git clone  https://github.com/OAID/cortex-m-kws.git

  • 编译及烧写

    • 使用 Keil-MDK 打开工程文件

      cortex-m-kws/Projects/STM32469I-Discovery/Applications/AID_newmodel/aid_speech/MDK-ARM/Project.uvprojx

    • 完成依赖库自动安装；

    • 使用 USB 连接电脑和开发板；

    • 编译工程，生成 hex 文件；

    • 下载 hex 文件至开发板。

关键词

本项目包含11个关键词，分别是：小智小智、打开窗帘、关闭窗帘、打开空调、关闭空调、加热模式、制冷模式、降低温度、调高温度、开启扫风、启动空调。

致谢

Cortex-M-KWS 参考和借鉴了下列项目：

License

技术讨论

  • Github issues
  • QQ 群: 829565581
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