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The Top 23 Python Machine Learning Signal Processing Open Source Projects

Open source projects categorized as Python Machine Learning Signal Processing
Categories > Machine Learning > Machine Learning
Categories > Media > Signal Processing
Pyaudioanalysis ⭐ 5,453
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
dependent packages 8total releases 23most recent commit 6 months agopypi pyAudioAnalysis} Downloads
Audioflux ⭐ 1,968
A library for audio and music analysis, feature extraction.
total releases 7most recent commit 3 months ago
Madmom ⭐ 1,151
Python audio and music signal processing library
dependent packages 16total releases 11most recent commit 7 months agopypi madmom} Downloads
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11most recent commit 14 days agopypi pyriemann} Downloads
Surfboard ⭐ 369
Novoic's audio feature extraction library
total releases 5most recent commit 2 years ago
Sigpy ⭐ 276
Python package for signal processing, with emphasis on iterative methods
dependent packages 6total releases 35most recent commit 4 months agopypi sigpy} Downloads
Padasip ⭐ 236
Python Adaptive Signal Processing
dependent packages 2total releases 13most recent commit a year agopypi padasip} Downloads
Antropy ⭐ 203
AntroPy: entropy and complexity of (EEG) time-series in Python
total releases 1most recent commit 9 months ago
Bayesnewton ⭐ 196
Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.
total releases 9most recent commit 4 months ago
Radio Transformer Networks ⭐ 113
A PyTorch implementation of Radio Transformer Networks from the paper "An Introduction to Deep Learning for the Physical Layer".
most recent commit 6 years ago
Bob ⭐ 40
Bob 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
most recent commit 9 months ago
Baselineremoval ⭐ 38
Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns baseline-subtracted spectrum
dependent packages 2total releases 15most recent commit 8 months agopypi BaselineRemoval} Downloads
Dcase2020_task2_baseline ⭐ 37
DCASE2020 Challenge Task 2 baseline system
most recent commit 4 years ago
Music Genre Classification ⭐ 37
Automatic Music Genre Classification with Machine Learning Techniques
most recent commit 6 years ago
Dcase 2020 Baseline ⭐ 35
Audio captioning baseline system for DCASE 2020 challenge.
most recent commit 8 months ago
Ecg_classification ⭐ 27
Official and maintained implementation of the paper "Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning" (ECG-DualNet) [Physiological Measurement 2022].
most recent commit 9 months ago
Cs329s Covid Prediction ⭐ 24
This repository is a work-in-progress ML production pipeline for detecting Covid-19 from cough sounds and clinical information.
most recent commit 4 months ago
Zounds ⭐ 17
Zounds is a dataflow library for building directed acyclic graphs that transform audio. It uses the featureflow library to define the processing pipelines.
total releases 75most recent commit 4 years ago
Zff_vad ⭐ 16
Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering
most recent commit 6 months ago
Python Signal Processing ⭐ 16
splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.
total releases 1most recent commit 2 years ago
Topicsinaudioandmusictech ⭐ 15
Topics in Audio Processing & Music Technology
most recent commit a year ago
Dictlearn ⭐ 14
Dictionary Learning for image processing
most recent commit 4 years ago
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17most recent commit a year agopypi spkit} Downloads
The 7 Most Depended On Python Machine Learning Signal Processing Open Source Projects
Madmom ⭐ 1,151
Python audio and music signal processing library
dependent packages 16total releases 11latest release November 14, 2018most recent commit 7 months agopypi madmom} Downloads
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11latest release July 17, 2022most recent commit 14 days agopypi pyriemann} Downloads
Pyaudioanalysis ⭐ 5,453
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
dependent packages 8total releases 23latest release February 07, 2022most recent commit 6 months agopypi pyAudioAnalysis} Downloads
Sigpy ⭐ 276
Python package for signal processing, with emphasis on iterative methods
dependent packages 6total releases 35latest release October 16, 2023most recent commit 4 months agopypi sigpy} Downloads
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
Padasip ⭐ 236
Python Adaptive Signal Processing
dependent packages 2total releases 13latest release August 05, 2022most recent commit a year agopypi padasip} Downloads
The 10 Latest Releases In Python Machine Learning Signal Processing Open Source Projects
Spkit ⭐ 14
Signal Processing Toolkit, including ML models with visualization
dependent packages 4total releases 17latest release November 14, 2023most recent commit a year agopypi spkit} Downloads
Sigpy ⭐ 276
Python package for signal processing, with emphasis on iterative methods
dependent packages 6total releases 35latest release October 16, 2023most recent commit 4 months agopypi sigpy} Downloads
Audioflux ⭐ 1,968
A library for audio and music analysis, feature extraction.
total releases 7latest release January 19, 2023most recent commit 3 months ago
Padasip ⭐ 236
Python Adaptive Signal Processing
dependent packages 2total releases 13latest release August 05, 2022most recent commit a year agopypi padasip} Downloads
Pyriemann ⭐ 574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
dependent packages 11total releases 11latest release July 17, 2022most recent commit 14 days agopypi pyriemann} Downloads
Antropy ⭐ 203
AntroPy: entropy and complexity of (EEG) time-series in Python
total releases 1latest release June 08, 2022most recent commit 9 months ago
Pyaudioanalysis ⭐ 5,453
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
dependent packages 8total releases 23latest release February 07, 2022most recent commit 6 months agopypi pyAudioAnalysis} Downloads
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