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Search results for machine learning signal processing
machine-learning
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signal-processing
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83 search results found
Pyaudioanalysis
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5,453
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
Audioflux
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1,968
A library for audio and music analysis, feature extraction.
Adblockradio
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1,399
An adblocker for live radio streams and podcasts. Machine learning meets Shazam.
Madmom
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1,151
Python audio and music signal processing library
Awesome Ai For Time Series Papers
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627
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
Pyriemann
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574
Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python
Surfboard
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369
Novoic's audio feature extraction library
Sigpy
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276
Python package for signal processing, with emphasis on iterative methods
Pycroscopy
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241
Scientific analysis of nanoscale materials imaging data
Padasip
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236
Python Adaptive Signal Processing
Qminer
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217
Analytic platform for real-time large-scale streams containing structured and unstructured data.
Awesomemlmath
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212
Curated list to learn the math basics for machine learning
Antropy
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203
AntroPy: entropy and complexity of (EEG) time-series in Python
Bayesnewton
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196
Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.
Computer Vision Video Lectures
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173
A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.
Audio Development Tools
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165
This is a list of sound, audio and music development tools which contains machine learning, audio generation, audio signal processing, sound synthesis, spatial audio, music information retrieval, music generation, speech recognition, speech synthesis, singing voice synthesis and more.
Chinese Automatic Speech Recognition
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157
Chinese speech recognition
Mne Cpp
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143
MNE-CPP: A Framework for Electrophysiology
Proxtv
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125
Matlab and Python toolbox for fast Total Variation proximity operators
Radio Transformer Networks
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113
A PyTorch implementation of Radio Transformer Networks from the paper "An Introduction to Deep Learning for the Physical Layer".
Sema
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110
Sema – A Playground for Live Coding Music and Machine Learning
Bci.js
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104
📊 EEG signal processing and machine learning in JavaScript
Stackexchangecodes
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100
Codes related to answers on StackExchange Network.
Kalman Jax
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77
Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
Spleeterrt
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75
Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.
Cough Signal Processing
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49
Different methods and techniques for features extraction from audio
Bob
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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
Baselineremoval
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38
Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns baseline-subtracted spectrum
Dcase2020_task2_baseline
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37
DCASE2020 Challenge Task 2 baseline system
Cikm22 Tfad
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37
Source code of CIKM'22 paper: TFAD: A Decomposition Time Series Anomaly Detection Architecture with Frequency Analysis
Music Genre Classification
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37
Automatic Music Genre Classification with Machine Learning Techniques
Dcase 2020 Baseline
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35
Audio captioning baseline system for DCASE 2020 challenge.
Bmlip
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34
Course 5SSD0 - Bayesian Machine Learning and Information Processing
Human Activities Gestures Recognition Using Channel State Information Csi Of Ieee 802.11n
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31
This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices
Ssj
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29
Social Signal Processing for Android
Deepfreq
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29
Code, Pre-trained Models and some materials accompanying "Data-driven Estimation of Sinusoid Frequencies"
Bci 2021 Riemannian Geometry Workshop
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29
Riemannian Geometry workshop at vBCI Meeting 2021
Ecg_classification
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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].
Dspkm
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26
This is the page for the book Digital Signal Processing with Kernel Methods.
Cs329s Covid Prediction
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24
This repository is a work-in-progress ML production pipeline for detecting Covid-19 from cough sounds and clinical information.
Ofxrapidlib
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23
openFrameworks wrapper for the RapidLib machine learning library
Ksvd_reg
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20
Regularized K-SVD Algorithm
Optimisation Python
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18
A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.
Zounds
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17
Zounds is a dataflow library for building directed acyclic graphs that transform audio. It uses the featureflow library to define the processing pipelines.
Zff_vad
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16
Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering
Python Signal Processing
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16
splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.
Topicsinaudioandmusictech
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15
Topics in Audio Processing & Music Technology
Book La Demo
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14
Demos for "Linear Algebra for DS, ML, and SP" book
Spkit
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14
Signal Processing Toolkit, including ML models with visualization
Dictlearn
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14
Dictionary Learning for image processing
Computer Vision
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13
Notebook series on interesting topics in computer vision
Mobilessi
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13
mobile part of the open SSI framework
Bayes_infotheory
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12
Lectures on Bayesian statistics and information theory
Ni Rf Data Recording Api
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12
The RF Data Recording API is a joint effort by National Instruments and Genesys Lab at Northeastern University (Boston, MA) that aims to provide a free and open-source Python-based API to record Real-World RF data sets in an easy and automated way.
Music_and_science
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11
Music analytics notebooks + future generative sounds techniques using ML
Abpimputation
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11
Package for imputing the arterial blood pressure (ABP) waveform from non-invasive physiological waveforms (PPG & ECG) using a deep neural network
Autonomous Car
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11
Udacity autonomous driving car nanodegree projects
Pcprophet
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11
Framework for systematic discovery of novel complexes and differential analysis of cofractionation MS datasets
Ecg Classify
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11
Classifying Heartbeat Arrhythmia using novel features (Auto-regressive coefficients & RR inter-beat distance)
Audio Explorer
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10
Audio Explorer helps in audio data discovery and labelling by utilising unsupervised machine learning, statistics and digital signal processing.
Inceptionkeynet
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10
A CNN model for key estimation in music recordings
Vitamin_c
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10
This will be the first official public release of the VItamin code base. VItamin is a python package for producing fast gravitational wave posterior samples.
Ekg_analysis
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9
EKG Analysis code for the MI3 intern group at CHOC Children's
Talks Keynotes Slides
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9
My invited Keynote/Talk at Conferences, Universities, Companies, etc.
Signal Processing
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9
Repository that gathers code for signal processing
Hand Gesture Recognition Machine Learning
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8
Automatic method for the recognition of hand gestures for the categorization of vowels and numbers in Colombian sign language based on Neural Networks (Perceptrons), Support Vector Machine and K-Nearest Neighbor for classifier /// Método automático para el reconocimiento de gestos de mano para la categorización de vocales y números en lenguaje de señas colombiano basado en redes neuronales (perceptrones), soporte de máquina vectorial y K-vecino más cercano para clasificador
Dcase2021_task2_baseline_ae
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8
Autoencoder-based baseline system for DCASE2021 Challenge Task 2.
Detection Estimation Learning
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8
Python notebooks for my graduate class on Detection, Estimation, and Learning. Intended for in-class demonstration. Notebooks illustrate a variety of concepts, from hypothesis testing to estimation to image denoising to Kalman filtering. Feel free to use or modify for your instruction or self-study.
Self Supervised Bss Via Multi Encoder Ae
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8
Official repository for "Self-Supervised Blind Source Separation via Multi-Encoder Autoencoders".
Digital Audio Signal Processing And Machine Learning Tutorials
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7
Digital Audio Signal Processing and Machine Learning Tutorials
End2endautomaticspeechrecognition
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7
In this repository, I have developed an end to end Automatic speech recognition project. I have developed the neural network model for automatic speech recognition with PyTorch and used MLflow to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry.
Ppg Analysis
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7
Using self-supervised learning to extract features from PPG signals
Chirpgp
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7
Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes
Dcase2021_task2_baseline_mobile_net_v2
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7
MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.
Asla Pub
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6
Using Leap Motion Sensor to predict the American Sign Language(ASL) trained using custom signal features on SVM. Visualization, ML, Software Backend, Obj-Oriented Python
Portunus
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6
🧠 ∿ 🔓 A file-storage application with ultra-mega-secure authentication using brain biometrics.
Automatic_speaker_recognition
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6
A repos for USTH Digital Signal Processing 2020 Group 3 project. It's quite obvious in the title.
Electrical Devices Identification Model
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6
Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.
Spoofed Speech Detection
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6
Implementation of a standard synthetic speech detection approach via bob.bio.spear Python package
Gasper
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6
Graph Signal Processing in R
Dual Coding Agents
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5
A Dual-Coding Architecture for Intelligent Social Agents.
Kernel Adaptive Filtering In Python
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5
Implementation of LMS, RLS, KLMS and KRLS filters in Python
Dictionary_learning
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5
Biomedical Imaging
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5
Many-in-one repo: The "MNIST" of Brain Digits - Thought classification, Motor movement classification, 3D cancer detection, and Covid detection
Jax Spectral
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5
Short-time Fourier transform (STFT) for JAX
Music Information Retrieval
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5
A Report on Music Information Retrieval using Signal Processing and Machine Learning
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