audioFlux

Audio feature extractor

A deep learning tool library for extracting features from audio signals.

A library for audio and music analysis, feature extraction.

GitHub

3k stars
33 watching
121 forks
Language: C
last commit: 6 months ago
Linked from 5 awesome lists

audioaudio-analysisaudio-featuresaudio-processingdeep-learningmachine-learningmfccmirmusicmusic-analysismusic-information-retrievalpitchpythonsignal-processingspectral-analysisspectrogramtime-frequency-analysiswavelet-analysiswavelet-transform

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
tyiannak/pyaudioanalysis A comprehensive Python library for feature extraction, classification, segmentation, and applications of audio data. 5,885
aixander/realtime_pyaudio_fft An audio analysis tool that extracts and visualizes features from live audio streams using FFTs. 971
aubio/aubio A comprehensive library for audio and music analysis and processing. 3,320
pytorch/audio A PyTorch module providing tools and functions for audio signal processing 2,545
facebookresearch/audiocraft A deep learning library for generating high-quality audio 21,018
superkogito/spafe A Python library for extracting audio features from mono audio files using various filter banks and spectrogram algorithms. 458
astorfi/speechpy Provides tools and libraries for extracting speech features from audio data. 880
jamiebullock/libxtract A portable, lightweight library providing a set of audio feature extraction functions that can be cascaded to create complex extraction hierarchies. 227
kinwaicheuk/nnaudio An audio processing toolkit using PyTorch convolutional neural networks to generate spectrograms from raw audio data 1,032
lucidrains/musiclm-pytorch Implementation of Google's MusicLM model for music generation using attention networks and text-conditioning. 3,166
labsound/labsound An audio engine that provides a graph-based API for processing and analyzing audio signals 732
ibm/max-audio-classifier Identifies sounds in short audio clips using machine learning and PCA transformation 153
mtg/essentia A C++ library providing algorithms and tools for audio analysis and music information retrieval 2,858
jiaaro/pydub A Python library for manipulating and editing audio files 8,952
iver56/audiomentations Library for audio data augmentation used in machine learning 1,873