基于 STM32F407VGT6 微控制器的 TensorFlow Lite Micro(TFLM)关键词识别(KWS)

上传者: 42014563 | 上传时间: 2026-04-18 12:33:24 | 文件大小: 199.94MB | 文件类型: ZIP
# STM32F407VGT6 TensorFlow Lite Micro 关键词识别系统 基于 STM32F407VGT6 微控制器的 TensorFlow Lite Micro(TFLM)关键词识别(KWS)演示项目,实现实时 "yes/no" 语音识别功能。 ## 项目概述 本项目是一个完整的嵌入式AI语音识别系统,集成了: - **STM32F407VGT6** 高性能ARM Cortex-M4微控制器(168MHz,1MB Flash,192KB RAM) - **TensorFlow Lite Micro** 轻量级机器学习推理框架 - **FreeRTOS** 实时操作系统任务管理 - **完整的硬件外设支持**(LCD显示、音频I/O、SD卡、USB等) - **模块化软件架构** 遵循STM32编程规范 工程基于官方 micro_speech 示例改造,采用"双模型管线"架构,针对嵌入式环境进行了内存和接口优化。

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