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47 search results found

Audioflux ⭐ 1,968

A library for audio and music analysis, feature extraction.

Sincnet ⭐ 764

SincNet is a neural architecture for efficiently processing raw audio samples.

Awesome Ai For Time Series Papers ⭐ 627

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Deep learning for audio processing

Deepconvsep ⭐ 397

Deep Convolutional Neural Networks for Musical Source Separation

Awesomemlmath ⭐ 212

Curated list to learn the math basics for machine learning

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.

Audio Development Tools ⭐ 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 ⭐ 157

Chinese speech recognition

Awesome Speech Enhancement ⭐ 151

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.

Diffsptk ⭐ 142

A differentiable version of SPTK

Tutorial_separation ⭐ 117

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

Deep Learning In Phm ⭐ 111

Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction

Computer Vision Notebooks ⭐ 93

👁️ An authorial set of fundamental Python recipes on Computer Vision and Digital Image Processing.

Timeseries Tutorial Kdd 2022 ⭐ 86

KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective

Spleeterrt ⭐ 75

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

Torchsubband ⭐ 51

Pytorch implementation of subband decomposition

Cough Signal Processing ⭐ 49

Different methods and techniques for features extraction from audio

Neweraai Papers ⭐ 42

The repository provides links to collections of influential and interesting research papers from top AI conferences, with open-source code to promote reproducibility and provide detailed implementation insights beyond the scope of the article. Stay up to date with the latest advances in AI research!

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.

multi-dimensional, multi-sensor, multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

This repository contains the code related to the paper 'DENet: a deep architecture for audio surveillance applications'.

Human Activities Gestures Recognition Using Channel State Information Csi Of Ieee 802.11n ⭐ 31

This is a data-set for Human Activities & Gestures Recognition (HAGR) using the Channel State information (CSI) of IEEE 802.11n devices

Deepfreq ⭐ 29

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

Signal Processing And Pattern Classification ⭐ 28

Signal-Processing-and-Pattern-Classification - Atrial fibrillation & PCG classification

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].

Pose Estimation 3d With Stereo Camera ⭐ 26

This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.

Alignmentduration ⭐ 23

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.

Official repository of "Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones".

Optimisation Python ⭐ 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.

Parametricscatteringnetworks ⭐ 16

Research Code for our CVPR 2022 Parametric Scattering Netowks paper

Topicsinaudioandmusictech ⭐ 15

Topics in Audio Processing & Music Technology

Electroencephalography Eeg Signal Classification Using Deep Learning ⭐ 13

A deep learning project to classify brainwave signals.

Fasterdip Devil In Upsampling ⭐ 12

[ICCV2023] The Devil is in the upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior

Icrcyclegan Vc ⭐ 11

Non-parallel voice conversion called ICRCycleGAN-VC based on CycleGAN and Inception-resNet module by Afiuny

Abpimputation ⭐ 11

Package for imputing the arterial blood pressure (ABP) waveform from non-invasive physiological waveforms (PPG & ECG) using a deep neural network

Autonomous Car ⭐ 11

Udacity autonomous driving car nanodegree projects

Latent Timbre Synthesis ⭐ 9

Latent Timbre Synthesis (LTS) is audio synthesis framework using Variational Autoencoders

Talks Keynotes Slides ⭐ 9

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

Deep Learning Based Radio Signal Classification ⭐ 8

Final Project for AI Wireless

Dcase2021_task2_baseline_ae ⭐ 8

Autoencoder-based baseline system for DCASE2021 Challenge Task 2.

Self Supervised Bss Via Multi Encoder Ae ⭐ 8

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

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.

Deep Suppressor ⭐ 7

DeepSuppressor is a deep learning-based speech denoiser which can significantly improve the quality of speech signals.

Dcase2021_task2_baseline_mobile_net_v2 ⭐ 7

MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.

Audio Signal Processing Artificial Intelligence Project ⭐ 6

Audio Signal Processing Artificial Intelligence Project

Biomedical Imaging ⭐ 5

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

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