arXiv:2502.19444cs.SDeess.AS2025-02

用ESP32和自适应滤波实现实时降噪,提升听觉清晰度

Filtro Adaptativo y Modulo de Grabacion en Dispositivo Para Mejora en la Calidad de Audicion

  • 基于ESP32与LMS自适应滤波动态降噪
  • 实时处理麦克风输入,降低环境噪声干扰
  • 适合便携式语音增强设备开发者参考

本项目开发了一种基于ESP32、LMS自适应滤波器和人工智能技术的实时语音增强系统。通过I2S接口的INMP44麦克风采集声音信号,系统动态处理并抑制噪声后,经由MAX98357扬声器播放。该系统能持续适应不同声学环境,显著提升语音清晰度,优化听觉体验。

原文摘要 · Abstract (English)

This project presents the development of a real-time auditory enhancement system utilizing an ESP32, an LMS adaptive filter, and artificial intelligence techniques. An I2S INMP44 microphone captures the sound, which is dynamically processed to suppress noise before being played through a MAX98357 speaker. The system continuously adapts to varying acoustic environments, ensuring improved speech clarity and an optimized listening experience

语音增强自适应滤波嵌入式

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