Code Monkey home page Code Monkey logo

aec_deepmodel's Introduction

AEC_DeepModel

基于深度学习的声学回声消除基线代码

具体解析见我的博客：https://www.cnblogs.com/LXP-Never/p/14779360.html

数据准备

按照以下文件结构，放好语音，我直接使用的是AEC-Challenge 数据集中的合成数据集

└─Synthetic
    ├─TEST
    │  ├─echo_signal
    │  ├─farend_speech
    │  ├─nearend_mic_signal
    │  └─nearend_speech
    ├─TRAIN
    │  ├─echo_signal
    │  ├─farend_speech
    │  ├─nearend_mic_signal
    │  └─nearend_speech
    └─VAL
        ├─echo_signal
        ├─farend_speech
        ├─nearend_mic_signal
        └─nearend_speech

数据处理脚本为 data_preparation.py

如果想要自己生成回声的话建议使用 RIR-Generator 方法，毕竟很多论文中使用的也是这个方法

运行

python train.py

具体的命令行解析参数见train.py脚本

估计近端语音

python test/model_test.py

点赞，关注，不迷路

我以后还会开源更有价值的内容

参考

aec_deepmodel's People

Contributors

lxp-never avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.