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63 search results found

Pyaudioanalysis ⭐ 5,453

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

Audioflux ⭐ 1,968

A library for audio and music analysis, feature extraction.

Adblockradio ⭐ 1,399

An adblocker for live radio streams and podcasts. Machine learning meets Shazam.

Pyriemann ⭐ 634

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

Python package for signal processing, with emphasis on iterative methods

Pycroscopy ⭐ 241

Scientific analysis of nanoscale materials imaging data

Padasip ⭐ 236

Python Adaptive Signal Processing

Awesomemlmath ⭐ 212

Curated list to learn the math basics for machine learning

Antropy ⭐ 203

AntroPy: entropy and complexity of (EEG) time-series in Python

Bayesnewton ⭐ 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 ⭐ 173

A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.

Chinese Automatic Speech Recognition ⭐ 157

Chinese speech recognition

Mne Cpp ⭐ 143

MNE-CPP: A Framework for Electrophysiology

Matlab and Python toolbox for fast Total Variation proximity operators

📊 EEG signal processing and machine learning in JavaScript

Stackexchangecodes ⭐ 100

Codes related to answers on StackExchange Network.

Kalman Jax ⭐ 77

Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

Spleeterrt ⭐ 75

Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.

Cough Signal Processing ⭐ 49

Different methods and techniques for features extraction from audio

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 ⭐ 38

Perform baseline removal, baseline correction and baseline substraction for raman spectra using Modpoly, ImodPoly and Zhang fit. Returns baseline-subtracted spectrum

Music Genre Classification ⭐ 37

Automatic Music Genre Classification with Machine Learning Techniques

Cikm22 Tfad ⭐ 37

Source code of CIKM'22 paper: TFAD: A Decomposition Time Series Anomaly Detection Architecture with Frequency Analysis

Dcase2020_task2_baseline ⭐ 37

DCASE2020 Challenge Task 2 baseline system

Dcase 2020 Baseline ⭐ 35

Audio captioning baseline system for DCASE 2020 challenge.

Course 5SSD0 - Bayesian Machine Learning and Information Processing

Deepfreq ⭐ 29

Code, Pre-trained Models and some materials accompanying "Data-driven Estimation of Sinusoid Frequencies"

Bci 2021 Riemannian Geometry Workshop ⭐ 29

Riemannian Geometry workshop at vBCI Meeting 2021

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].

Cs329s Covid Prediction ⭐ 24

This repository is a work-in-progress ML production pipeline for detecting Covid-19 from cough sounds and clinical information.

Ofxrapidlib ⭐ 23

openFrameworks wrapper for the RapidLib machine learning library

Ksvd_reg ⭐ 20

Regularized K-SVD Algorithm

Zounds is a dataflow library for building directed acyclic graphs that transform audio. It uses the featureflow library to define the processing pipelines.

Python Signal Processing ⭐ 16

splearn: package for signal processing and machine learning with Python. Contains tutorials on understanding and applying signal processing.

Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering

Topicsinaudioandmusictech ⭐ 15

Topics in Audio Processing & Music Technology

Book La Demo ⭐ 14

Demos for "Linear Algebra for DS, ML, and SP" book

Dictlearn ⭐ 14

Dictionary Learning for image processing

Mobilessi ⭐ 13

mobile part of the open SSI framework

Computer Vision ⭐ 13

Notebook series on interesting topics in computer vision

Ni Rf Data Recording Api ⭐ 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.

Autonomous Car ⭐ 11

Udacity autonomous driving car nanodegree projects

Inceptionkeynet ⭐ 10

A CNN model for key estimation in music recordings

Vitamin_c ⭐ 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 ⭐ 9

EKG Analysis code for the MI3 intern group at CHOC Children's

Signal Processing ⭐ 9

Repository that gathers code for signal processing

Talks Keynotes Slides ⭐ 9

My invited Keynote/Talk at Conferences, Universities, Companies, etc.

Self Supervised Bss Via Multi Encoder Ae ⭐ 8

Official repository for "Self-Supervised Blind Source Separation via Multi-Encoder Autoencoders".

Detection Estimation Learning ⭐ 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.

Hand Gesture Recognition Machine Learning ⭐ 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 ⭐ 8

Autoencoder-based baseline system for DCASE2021 Challenge Task 2.

Ppg Analysis ⭐ 7

Using self-supervised learning to extract features from PPG signals

End2endautomaticspeechrecognition ⭐ 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.

Digital Audio Signal Processing And Machine Learning Tutorials ⭐ 7

Digital Audio Signal Processing and Machine Learning Tutorials

Dcase2021_task2_baseline_mobile_net_v2 ⭐ 7

MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.

Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes

🧠 ∿ 🔓 A file-storage application with ultra-mega-secure authentication using brain biometrics.

Spoofed Speech Detection ⭐ 6

Implementation of a standard synthetic speech detection approach via bob.bio.spear Python package

Electrical Devices Identification Model ⭐ 6

Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.

Automatic_speaker_recognition ⭐ 6

A repos for USTH Digital Signal Processing 2020 Group 3 project. It's quite obvious in the title.

Jax Spectral ⭐ 5

Short-time Fourier transform (STFT) for JAX

Dual Coding Agents ⭐ 5

A Dual-Coding Architecture for Intelligent Social Agents.

Biomedical Imaging ⭐ 5

Many-in-one repo: The "MNIST" of Brain Digits - Thought classification, Motor movement classification, 3D cancer detection, and Covid detection

Music Information Retrieval ⭐ 5

A Report on Music Information Retrieval using Signal Processing and Machine Learning

Dictionary_learning ⭐ 5

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