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The Top 23 Audio Feature Extraction Open Source Projects

Open source projects categorized as Audio Feature Extraction
Categories > Media > Audio
Categories > Machine Learning > Feature Extraction
Opensmile ⭐ 446
The Munich Open-Source Large-Scale Multimedia Feature Extractor
most recent commit 6 months ago
Emotion Recognition Using Speech ⭐ 392
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
most recent commit a year ago
Surfboard ⭐ 369
Novoic's audio feature extraction library
total releases 5most recent commit 2 years ago
Pliers ⭐ 288
Automated feature extraction in Python
dependent packages 1total releases 10most recent commit a year agopypi pliers} Downloads
Nwaves ⭐ 277
.NET DSP library with a lot of audio processing functions
dependent packages 3total releases 7most recent commit 2 years agonuget NWaves} Downloads
Opensmile Python ⭐ 197
Python package for openSMILE
dependent packages 6total releases 14most recent commit 4 months agopypi opensmile} Downloads
Pyaudioprocessing ⭐ 175
Audio feature extraction and classification
total releases 12most recent commit a year ago
Audioowl ⭐ 116
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
total releases 13most recent commit 6 years ago
Mixingbear ⭐ 45
Package for automatic beat-mixing of music files in Python 🐻🎚
total releases 1most recent commit 6 years ago
Vae Audio ⭐ 32
Variational auto-encoders for audio
most recent commit 4 years ago
Audio_steganalysis_ml ⭐ 27
Audio steganalysis based on traditional handcrafted features design.
most recent commit 5 years ago
Python Sound Tool ⭐ 23
SoundPy (alpha stage) is a research-based python package for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualization, dataset and audio file conversion, and beyond.
total releases 1most recent commit 3 years ago
Rcaudio ⭐ 20
Real-time audio analysis library, support acoustic feature extraction and real-time beats detection
total releases 3most recent commit 5 years ago
Pyace ⭐ 17
pyace: A python implementation of automatic chord estimation (ACE) from audio
most recent commit 3 years ago
Audio_emotion_analysis ⭐ 16
The library is useful for analyzing the emotions present in any audio file(call/music/recordings) into three classes namely positive, negative, neutral.
most recent commit 8 years ago
Humbugdb ⭐ 10
Acoustic mosquito detection code with Bayesian Neural Networks
most recent commit 3 years ago
Openmir ⭐ 9
A website to allow researchers to listen to, view, annotate and perform audio feature extraction and machine learning on large bioacoustic archives.
most recent commit 5 years ago
Environmental Sound Classification Esc Using Neural Networks And Other Classifiers ⭐ 8
Audio feature extraction and multi-classification with the ECS-10 data set
most recent commit 6 years ago
Safe ⭐ 7
Scalable Audio Feature Extraction
most recent commit 10 years ago
Sigfeat ⭐ 6
Feature Extraction from Signals e.g. for Audio Feature Extraction and Processing.
most recent commit 5 years ago
Musicgenreclassifiaction ⭐ 6
Content-based Music Genre Classification
most recent commit 4 years ago
Avalinguo Dataset Speaker Fluency Level Classification Paper ⭐ 5
Avalinguo Dataset Speaker Fluency Level Classification using Machine Learning Techniques - Paper Replication Data
most recent commit 6 years ago
Estratto ⭐ 5
Estratto is a powerful and user-friendly Rust library designed for extracting rich audio features from digital audio signals.
total releases 1most recent commit 8 months ago
The 3 Most Depended On Audio Feature Extraction Open Source Projects
Opensmile Python ⭐ 197
Python package for openSMILE
dependent packages 6total releases 14latest release October 19, 2023most recent commit 4 months agopypi opensmile} Downloads
Nwaves ⭐ 277
.NET DSP library with a lot of audio processing functions
dependent packages 3total releases 7latest release October 06, 2021most recent commit 2 years agonuget NWaves} Downloads
Pliers ⭐ 288
Automated feature extraction in Python
dependent packages 1total releases 10latest release July 15, 2020most recent commit a year agopypi pliers} Downloads
The 10 Latest Releases In Audio Feature Extraction Open Source Projects
Opensmile Python ⭐ 197
Python package for openSMILE
dependent packages 6total releases 14latest release October 19, 2023most recent commit 4 months agopypi opensmile} Downloads
Pyaudioprocessing ⭐ 175
Audio feature extraction and classification
total releases 12latest release May 20, 2022most recent commit a year ago
Nwaves ⭐ 277
.NET DSP library with a lot of audio processing functions
dependent packages 3total releases 7latest release October 06, 2021most recent commit 2 years agonuget NWaves} Downloads
Surfboard ⭐ 369
Novoic's audio feature extraction library
total releases 5latest release July 17, 2020most recent commit 2 years ago
Pliers ⭐ 288
Automated feature extraction in Python
dependent packages 1total releases 10latest release July 15, 2020most recent commit a year agopypi pliers} Downloads
Rcaudio ⭐ 20
Real-time audio analysis library, support acoustic feature extraction and real-time beats detection
total releases 3latest release November 20, 2018most recent commit 5 years ago
Audioowl ⭐ 116
Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁
total releases 13latest release July 11, 2018most recent commit 6 years ago
Mixingbear ⭐ 45
Package for automatic beat-mixing of music files in Python 🐻🎚
total releases 1latest release April 26, 2018most recent commit 6 years ago
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