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The Top 22 Python Deep Learning Signal Processing Open Source Projects

Open source projects categorized as Python Deep Learning Signal Processing
Categories > Machine Learning > Deep Learning
Categories > Media > Signal Processing
Audioflux ⭐ 1,968
A library for audio and music analysis, feature extraction.
total releases 7most recent commit 3 months ago
Sincnet ⭐ 764
SincNet is a neural architecture for efficiently processing raw audio samples.
most recent commit 3 years ago
Deepconvsep ⭐ 397
Deep Convolutional Neural Networks for Musical Source Separation
most recent commit 4 years ago
Diffsptk ⭐ 142
A differentiable version of SPTK
total releases 8most recent commit 3 months ago
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!
most recent commit 3 months ago
Dcase2020_task2_baseline ⭐ 37
DCASE2020 Challenge Task 2 baseline system
most recent commit 4 years ago
Dcase 2020 Baseline ⭐ 35
Audio captioning baseline system for DCASE 2020 challenge.
most recent commit 8 months ago
Msda ⭐ 34
multi-dimensional, multi-sensor, multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector
total releases 10most recent commit 3 years ago
Denet ⭐ 32
This repository contains the code related to the paper 'DENet: a deep architecture for audio surveillance applications'.
most recent commit 9 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
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.
most recent commit 4 years ago
Mtvital ⭐ 21
Official repository of "Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones".
most recent commit 7 months ago
Topicsinaudioandmusictech ⭐ 15
Topics in Audio Processing & Music Technology
most recent commit a year ago
Electroencephalography Eeg Signal Classification Using Deep Learning ⭐ 13
A deep learning project to classify brainwave signals.
most recent commit 5 years ago
Fasterdip Devil In Upsampling ⭐ 12
[ICCV2023] The Devil is in the upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior
most recent commit 6 months ago
Icrcyclegan Vc ⭐ 11
Non-parallel voice conversion called ICRCycleGAN-VC based on CycleGAN and Inception-resNet module by Afiuny
most recent commit 3 months ago
Abpimputation ⭐ 11
Package for imputing the arterial blood pressure (ABP) waveform from non-invasive physiological waveforms (PPG & ECG) using a deep neural network
most recent commit 2 years ago
Latent Timbre Synthesis ⭐ 9
Latent Timbre Synthesis (LTS) is audio synthesis framework using Variational Autoencoders
most recent commit 8 months ago
Dcase2021_task2_baseline_ae ⭐ 8
Autoencoder-based baseline system for DCASE2021 Challenge Task 2.
most recent commit 3 years ago
Deep Suppressor ⭐ 7
DeepSuppressor is a deep learning-based speech denoiser which can significantly improve the quality of speech signals.
most recent commit 4 months ago
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.
most recent commit 3 years ago
Dcase2021_task2_baseline_mobile_net_v2 ⭐ 7
MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.
most recent commit 3 years ago
The 3 Latest Releases In Python Deep Learning Signal Processing Open Source Projects
Diffsptk ⭐ 142
A differentiable version of SPTK
total releases 8latest release October 05, 2023most recent commit 3 months ago
Audioflux ⭐ 1,968
A library for audio and music analysis, feature extraction.
total releases 7latest release January 19, 2023most recent commit 3 months ago
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