Speech Algorithms Collections

Overview

Speech Algorithms

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目录

信号处理语音算法

标题 原文 代码
语音降噪初探——谱减法 Link Code
基于Mask的语音分离 Link Code
生成有噪声/回声/混响/啸叫的混合语音样本 Link Code
解析自适应滤波回声消除 Link Code
使用AMR编解码器生成VAD的标签 Link Code
使用TDOA进行声源定位 Link Code
以任意频率重采样语音信号 Link Code
音频数字水印的嵌入和提取 Link Code
语音变速和变调 Link Code
生成下雨的声音 Link Code

机器/深度学习语音算法

标题 原文 代码
DNN单通道语音增强 Link Code
使用LSTM进行端点检测 Link Code
使用CNN进行简单的指令识别 Link Code
说话人性别识别 Link Code
使用XGBoost进行环境声音分类 Link Code

其他

标题 原文 代码
语音客观评价标准——语音质量评价 Link Code
Owner
Ryuk
Speech Algorithms
Ryuk
A Python wrapper for the high-quality vocoder "World"

PyWORLD - A Python wrapper of WORLD Vocoder Linux Windows WORLD Vocoder is a fast and high-quality vocoder which parameterizes speech into three compo

Jeremy Hsu 583 Dec 15, 2022
convert-to-opus-cli is a Python CLI program for converting audio files to opus audio format.

convert-to-opus-cli convert-to-opus-cli is a Python CLI program for converting audio files to opus audio format. Installation Must have installed ffmp

4 Dec 21, 2022
Analyze, visualize and process sound field data recorded by spherical microphone arrays.

Sound Field Analysis toolbox for Python The sound_field_analysis toolbox (short: sfa) is a Python port of the Sound Field Analysis Toolbox (SOFiA) too

Division of Applied Acoustics at Chalmers University of Technology 69 Nov 23, 2022
🎵 Python sound notifications made easy

chime Python sound notifications made easy. Table of contents Table of contents Motivation Installation Basic usage Theming IPython/Jupyter magic Exce

Max Halford 231 Jan 09, 2023
MusicBrainz Picard

MusicBrainz Picard MusicBrainz Picard is a cross-platform (Linux/Mac OS X/Windows) application written in Python and is the official MusicBrainz tagge

MetaBrainz Foundation 3k Dec 31, 2022
Sync Toolbox - Python package with reference implementations for efficient, robust, and accurate music synchronization based on dynamic time warping (DTW)

Sync Toolbox - Python package with reference implementations for efficient, robust, and accurate music synchronization based on dynamic time warping (DTW)

Meinard Mueller 66 Jan 02, 2023
C++ library for audio and music analysis, description and synthesis, including Python bindings

Essentia Essentia is an open-source C++ library for audio analysis and audio-based music information retrieval released under the Affero GPL license.

Music Technology Group - Universitat Pompeu Fabra 2.3k Jan 03, 2023
🎵 A repository for manually annotating files to create labeled acoustic datasets for machine learning.

🎵 A repository for manually annotating files to create labeled acoustic datasets for machine learning.

Jim Schwoebel 28 Dec 22, 2022
The official repository for Audio ALBERT

AALBERT Here is also the official repository of AALBERT, which is Pytorch lightning reimplementation of the paper, Audio ALBERT: A Lite Bert for Self-

pohan 55 Dec 11, 2022
Scrap electronic music charts into CSV files

musiccharts A small python script to scrap (electronic) music charts into directories with csv files. Installation Download MusicCharts.exe Run MusicC

Dustin Scharf 1 May 11, 2022
Spotifyd - An open source Spotify client running as a UNIX daemon.

Spotifyd An open source Spotify client running as a UNIX daemon. Spotifyd streams music just like the official client, but is more lightweight and sup

8.5k Jan 09, 2023
voice assistant made with python that search for covid19 data(like total cases, deaths and etc) in a specific country

covid19-voice-assistant voice assistant made with python that search for covid19 data(like total cases, deaths and etc) in a specific country installi

Miguel 2 Dec 05, 2021
Speech recognition module for Python, supporting several engines and APIs, online and offline.

SpeechRecognition Library for performing speech recognition, with support for several engines and APIs, online and offline. Speech recognition engine/

Anthony Zhang 6.7k Jan 08, 2023
Anaphones are like anagrams, but for sounds.

Anaphones Anaphones are like anagrams but for sounds (phonemes). Examples include: salami-awesomely, atari-tiara, and beefy-phoebe. Anaphones can be a

James Murphy 18 Nov 02, 2022
Welcome to Nexus. Your personal virtual assistant

AI Voice Assistant Welcome to Nexus voice assistant Description Have you ever heard of voice assistants like Cortana, Siri, Google assistant, and Alex

Mustafah Zacs 1 Jan 10, 2022
Sparse Beta-Divergence Tensor Factorization Library

NTFLib Sparse Beta-Divergence Tensor Factorization Library Based off of this beta-NTF project this library is specially-built to handle tensors where

Stitch Fix Technology 46 Jan 08, 2022
Dataset and baseline code for the VocalSound dataset (ICASSP2022).

VocalSound: A Dataset for Improving Human Vocal Sounds Recognition Introduction Citing Download VocalSound Dataset Details Baseline Experiment Contact

Yuan Gong 58 Jan 03, 2023
Spotify Song Recommendation Program

Spotify-Song-Recommendation-Program Made by Esra Nur Özüm Written in Python The aim of this project was to build a recommendation system that recommen

esra nur özüm 1 Jun 30, 2022
pedalboard is a Python library for adding effects to audio.

pedalboard is a Python library for adding effects to audio. It supports a number of common audio effects out of the box, and also allows the use of VST3® and Audio Unit plugin formats for third-party

Spotify 3.9k Jan 02, 2023
A music player designed for a University Project.

A music player designed for a University Project. Very flexibe and easy to use, a real life working application with user friendly controls. Hope u enjoy!!

Aditya Johorey 1 Nov 19, 2021