Awesome Open Source
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The Top 69 Signal Processing Open Source Projects
Categories
>
Media
>
Signal Processing
Pyaudioanalysis
⭐
3,718
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
Bild
⭐
3,023
Image processing algorithms in pure Go
Rtl_433
⭐
2,687
Program to decode radio transmissions from devices on the ISM bands (and other frequencies)
Audio Reactive Led Strip
⭐
1,900
🎵 🌈 Real-time LED strip music visualization using Python and the ESP8266 or Raspberry Pi
Adblockradio
⭐
1,390
An adblocker for live radio streams and podcasts. Machine learning meets Shazam.
Pywt
⭐
1,056
PyWavelets - Wavelet Transforms in Python
Pyo
⭐
881
Python DSP module
Gnss Sdr
⭐
768
GNSS-SDR, an open-source software-defined GNSS receiver
Sincnet
⭐
745
SincNet is a neural architecture for efficiently processing raw audio samples.
Obspy
⭐
737
ObsPy: A Python Toolbox for seismology/seismological observatories.
Madmom
⭐
708
Python audio and music signal processing library
Ruptures
⭐
594
ruptures: change point detection in Python
Klio
⭐
524
Smarter data pipelines for audio.
Deepconvsep
⭐
421
Deep Convolutional Neural Networks for Musical Source Separation
Pyemd
⭐
395
Python implementation of Empirical Mode Decompoisition (EMD) method
Biosppy
⭐
345
Biosignal Processing in Python
Time Series Prediction
⭐
308
A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter
Python Acoustics
⭐
305
A Python library aimed at acousticians.
Surfboard
⭐
305
Novoic's audio feature extraction library
Superdirt
⭐
294
Tidal Audio Engine
Audio Spectrum Analyzer In Python
⭐
265
A series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.
Pygsp
⭐
263
Graph Signal Processing in Python
Nara_wpe
⭐
249
Different implementations of "Weighted Prediction Error" for speech dereverberation
Neurokit
⭐
231
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
Derainzoo
⭐
226
DerainZoo for collecting deraining methods, datasets, and codes.
Iir1
⭐
215
IIR realtime filter library written in C++
Awesome Speech Enhancement
⭐
208
A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
Moogladders
⭐
206
🔉 Collected C++ implementations of the classic 4-pole moog ladder filter
Qminer
⭐
205
Analytic platform for real-time large-scale streams containing structured and unstructured data.
Pytorchwavelets
⭐
194
PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)
Resdet
⭐
188
Detect source resolution of upscaled images
Tftb
⭐
181
A Python module for time-frequency analysis
Rustfft
⭐
180
A mixed-radix FFT library written in pure Rust
Pycbc
⭐
171
Core package to analyze gravitational-wave data, find signals, and study their parameters. This package was used in the first direct detection of gravitational waves (GW150914), and is used in the ongoing analysis of LIGO/Virgo data.
Mathnet Filtering
⭐
153
Math.NET Filtering (formerly Neodym)
Stocks
⭐
144
Programs for stock prediction and evaluation
Pycwt
⭐
140
A Python module for continuous wavelet spectral analysis. It includes a collection of routines for wavelet transform and statistical analysis via FFT algorithm. In addition, the module also includes cross-wavelet transforms, wavelet coherence tests and sample scripts.
Pycroscopy
⭐
139
Scientific analysis of nanoscale materials imaging data
Brainflow
⭐
139
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
Proxtv
⭐
137
Matlab and Python toolbox for fast Total Variation proximity operators
Signals And Systems Lecture
⭐
137
Continuous- and Discrete-Time Signals and Systems - Theory and Computational Examples
Entropy
⭐
131
EntroPy: complexity of (EEG) time-series in Python
Python Pesq
⭐
131
PESQ (Perceptual Evaluation of Speech Quality) Wrapper for Python Users (narrow band and wide band)
Tutorial_separation
⭐
128
This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.
Sigpy
⭐
122
Python package for signal processing, with emphasis on iterative methods
Wavelets.jl
⭐
117
A Julia package for fast discrete wavelet transforms and utilities
Dla
⭐
115
Deep learning for audio processing
Bci.js
⭐
114
📊 EEG signal processing and machine learning in JavaScript
Radio Transformer Networks
⭐
113
A PyTorch implementation of Radio Transformer Networks from the paper "An Introduction to Deep Learning for the Physical Layer".
Edsp
⭐
111
A cross-platform DSP library written in C++ 11/14. This library harnesses the power of C++ templates to implement a complete set of DSP algorithms.
Disvoice
⭐
110
feature extraction from speech signals
Computer Vision Video Lectures
⭐
107
A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.
Yasa
⭐
104
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
Mne Cpp
⭐
100
MNE-CPP: A Framework for Electrophysiology
Msnoise
⭐
90
A Python Package for Monitoring Seismic Velocity Changes using Ambient Seismic Noise | http://www.msnoise.org
Sema
⭐
78
Sema – Live Code Language Design Playground
Tensorflow Signal Processing
⭐
76
doing audio digital signal processing in tensorflow to try to recreate digital audio effects
Wits
⭐
72
A Node.js library that reads your mind with Emotiv EPOC EEG headset
Aca Code
⭐
66
Matlab scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)
Savitzky Golay
⭐
58
Computes the Savitzky-Golay Filter coefficients
8d Audio
⭐
43
Some dsp to make songs "8D"
Eulerian Remote Heartrate Detection
⭐
43
Remote heart rate detection through Eulerian magnification of face videos
Strugatzki
⭐
38
Algorithms for matching audio file similarities. Mirror of https://git.iem.at/sciss/Strugatzki
Alignmentduration
⭐
33
Lyrics-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.
Asterics
⭐
31
The Assistive Technology Rapid Integration & Construction Set
Pysiology
⭐
30
A Python package for physyological's signals processing
Iqtool
⭐
21
A python application for generating and viewing quadrature IQ binary files. Intended for use with software defined radios and lab test equipment.
Sidecar
⭐
20
Some old C++ code I developed while at MIT. Could be useful if you have an old radar lying around.
Euterpe
⭐
19
Real-time Audio-to-audio Karaoke Generation System for Monaural Music
1-69 of 69 projects
Advertising
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📦 192
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📦 78
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📦 73
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📦 113
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📦 80
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📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210