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

语音数据增强及python实现

AEC_DeepModel - Deep learning based acoustic echo cancellation baseline code

Related tags

Overview

AEC_DeepModel

数据准备

运行

估计近端语音

参考

Owner

凌逆战

SAVI2I: Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors

PyTorch Implementation of Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation

DensePhrases provides answers to your natural language questions from the entire Wikipedia in real-time

LUKE -- Language Understanding with Knowledge-based Embeddings

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Application for shadowing Chinese.

AI-powered literature discovery and review engine for medical/scientific papers

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

HF's ML for Audio study group

基于百度的语音识别，用python实现，pyaudio+pyqt

[NeurIPS 2021] Code for Learning Signal-Agnostic Manifolds of Neural Fields

Mednlp - Medical natural language parsing and utility library

Findings of ACL 2021

A NLP program: tokenize method, PoS Tagging with deep learning

Code to reprudece NeurIPS paper: Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks

Chinese named entity recognization (bert/roberta/macbert/bert_wwm with Keras)

The code from the whylogs workshop in DataTalks.Club on 29 March 2022

A framework for implementing federated learning

A Python/Pytorch app for easily synthesising human voices

SimCTG - A Contrastive Framework for Neural Text Generation