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

OceanScript is an Esoteric language used to encode and decode text into a formulation of characters

DeepSpeech - Easy-to-use Speech Toolkit including SOTA ASR pipeline, influential TTS with text frontend and End-to-End Speech Simultaneous Translation.

Simple Python script to scrape youtube channles of "Parity Technologies and Web3 Foundation" and translate them to well-known braille language or any language

Multi Task Vision and Language

🎐 a python library for doing approximate and phonetic matching of strings.

Backend for the Autocomplete platform. An AI assisted coding platform.

Learning to Rewrite for Non-Autoregressive Neural Machine Translation

CJK computer science terms comparison / 中日韓電腦科學術語對照 / 日中韓のコンピュータ科学の用語対照 / 한·중·일 전산학 용어 대조

This project converts your human voice input to its text transcript and to an automated voice too.

Code for EMNLP 2021 main conference paper "Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification"

A toolkit for document-level event extraction, containing some SOTA model implementations

Th2En & Th2Zh: The large-scale datasets for Thai text cross-lingual summarization

Unet-TTS: Improving Unseen Speaker and Style Transfer in One-shot Voice Cloning

A tool helps build a talk preview image by combining the given background image and talk event description

Text-Based zombie apocalyptic decision-making game in Python

Asr abc - Automatic speech recognition(ASR),中文语音识别

Simple program that translates the name of files into English

LightSeq: A High-Performance Inference Library for Sequence Processing and Generation

Model parallel transformers in JAX and Haiku

PyTorch implementation of Microsoft's text-to-speech system FastSpeech 2: Fast and High-Quality End-to-End Text to Speech.