MeydaAudio feature extraction for JavaScript.
Stars: β 792 (+1984.21%)
AudioowlFast and simple music and audio analysis using RNN in Python π΅οΈββοΈ π₯
Stars: β 151 (+297.37%)
antropyAntroPy: entropy and complexity of (EEG) time-series in Python
Stars: β 111 (+192.11%)
AlignmentdurationLyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.
Stars: β 36 (-5.26%)
Aca CodeMatlab scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
Stars: β 67 (+76.32%)
spafeπ spafe: Simplified Python Audio Features Extraction
Stars: β 310 (+715.79%)
bobBob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland. - Mirrored from https://gitlab.idiap.ch/bob/bob
Stars: β 38 (+0%)
SurfboardNovoic's audio feature extraction library
Stars: β 318 (+736.84%)
MadmomPython audio and music signal processing library
Stars: β 728 (+1815.79%)
Speech Feature ExtractionFeature extraction of speech signal is the initial stage of any speech recognition system.
Stars: β 78 (+105.26%)
MixingBearPackage for automatic beat-mixing of music files in Python π»π
Stars: β 73 (+92.11%)
DeepconvsepDeep Convolutional Neural Networks for Musical Source Separation
Stars: β 424 (+1015.79%)
Gnss SdrGNSS-SDR, an open-source software-defined GNSS receiver
Stars: β 801 (+2007.89%)
HctsaHighly comparative time-series analysis
Stars: β 406 (+968.42%)
BiosppyBiosignal Processing in Python
Stars: β 358 (+842.11%)
SincnetSincNet is a neural architecture for efficiently processing raw audio samples.
Stars: β 764 (+1910.53%)
DeltapyDeltaPy - Tabular Data Augmentation (by @firmai)
Stars: β 344 (+805.26%)
MedpyMedical image processing in Python
Stars: β 321 (+744.74%)
PykaldiA Python wrapper for Kaldi
Stars: β 756 (+1889.47%)
SuperdirtTidal Audio Engine
Stars: β 309 (+713.16%)
BildImage processing algorithms in pure Go
Stars: β 3,431 (+8928.95%)
ProtrComprehensive toolkit for generating various numerical features of protein sequences
Stars: β 30 (-21.05%)
FxtA large scale feature extraction tool for text-based machine learning
Stars: β 25 (-34.21%)
Efficientnet PytorchA PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
Stars: β 6,685 (+17492.11%)
Essentia.jsJavaScript library for music/audio analysis and processing powered by Essentia WebAssembly
Stars: β 294 (+673.68%)
Awesome Feature EngineeringA curated list of resources dedicated to Feature Engineering Techniques for Machine Learning
Stars: β 433 (+1039.47%)
TfidfSimple TF IDF Library
Stars: β 6 (-84.21%)
PyemdPython implementation of Empirical Mode Decompoisition (EMD) method
Stars: β 409 (+976.32%)
Cbir SystemContent-Based Image Retrieval system (KTH DD2476 Project)
Stars: β 9 (-76.32%)
PyaudioanalysisPython Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
Stars: β 4,487 (+11707.89%)
Time Series PredictionA collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter
Stars: β 351 (+823.68%)
PysiologyA Python package for physyological's signals processing
Stars: β 32 (-15.79%)
FcgfFully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.
Stars: β 328 (+763.16%)
ObspyObsPy: A Python Toolbox for seismology/seismological observatories.
Stars: β 756 (+1889.47%)
PygspGraph Signal Processing in Python
Stars: β 270 (+610.53%)
IqtoolA python application for generating and viewing quadrature IQ binary files. Intended for use with software defined radios and lab test equipment.
Stars: β 25 (-34.21%)
Python AcousticsA Python library aimed at acousticians.
Stars: β 308 (+710.53%)
TsfreshAutomatic extraction of relevant features from time series:
Stars: β 6,077 (+15892.11%)
NlpythonThis repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
Stars: β 265 (+597.37%)
MsafMusic Structure Analysis Framework
Stars: β 297 (+681.58%)
Audio Spectrum Analyzer In PythonA series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.
Stars: β 273 (+618.42%)
Rupturesruptures: change point detection in Python
Stars: β 654 (+1621.05%)
Rtl 433Program to decode radio transmissions from devices on the ISM bands (and other frequencies)
Stars: β 3,379 (+8792.11%)
PyradiomicsOpen-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics
Stars: β 563 (+1381.58%)
Nara wpeDifferent implementations of "Weighted Prediction Error" for speech dereverberation
Stars: β 265 (+597.37%)
NeurokitNeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
Stars: β 264 (+594.74%)
Awesome Speech EnhancementA tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the worldβs resources for speech enhancement and make them universally accessible and useful.
Stars: β 257 (+576.32%)
SidecarSome old C++ code I developed while at MIT. Could be useful if you have an old radar lying around.
Stars: β 20 (-47.37%)
PyoPython DSP module
Stars: β 904 (+2278.95%)
KlioSmarter data pipelines for audio.
Stars: β 560 (+1373.68%)
PopsiftPopSift is an implementation of the SIFT algorithm in CUDA.
Stars: β 259 (+581.58%)
SpotifyrR wrapper for Spotify's Web API
Stars: β 258 (+578.95%)
Feature SelectionFeatures selector based on the self selected-algorithm, loss function and validation method
Stars: β 534 (+1305.26%)
feature engineFeature engineering package with sklearn like functionality
Stars: β 758 (+1894.74%)
scikit-maadOpen-source and modular toolbox for quantitative soundscape analysis in Python
Stars: β 21 (-44.74%)
EuterpeReal-time Audio-to-audio Karaoke Generation System for Monaural Music
Stars: β 19 (-50%)