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Scientific literature about Audio Effects

HTML 2 Updated Aug 26, 2024

A curated list of awesome article, tutorial, library, webpage, etc.

170 6 Updated Jul 10, 2023

Implementation of the paper, T-FOLEY: A Controllable Waveform-Domain Diffusion Model for Temporal-Event-Guided Foley Sound Synthesis, accepted in 2024 ICASSP

Python 19 2 Updated May 25, 2024
Jupyter Notebook 35 2 Updated Aug 13, 2024

Searching for Music Mixing Graphs: A Pruning Approach

Python 13 2 Updated Aug 13, 2024

GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch

Python 72 5 Updated Aug 24, 2024

Joint Embedding Predictive Architecture for Musical Stem Compatibility Estimation

Python 18 Updated Aug 6, 2024
Python 129 21 Updated Aug 14, 2024

A Graph Deep Learning Library for Music.

Python 50 Updated Aug 11, 2024

A list of all named GANs!

Python 14,193 2,544 Updated Oct 6, 2023

Rational Activation Functions - Replacing Padé Activation Units

Cuda 63 13 Updated Feb 2, 2023

Important papers and associated code on automatic mixing research

HTML 97 16 Updated Aug 7, 2024

On-going VA modeling research. Modeling dynamic range compressor using S4.

Jupyter Notebook 7 Updated Sep 9, 2023

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

Python 509 40 Updated Aug 20, 2024

Collection of tests performed during the study of the new Kolmogorov-Arnold Neural Networks (KAN)

Jupyter Notebook 28 3 Updated Aug 19, 2024

Implementation of the paper "Exploiting Time-Frequency Conformers for Music Audio Enhancement"

Python 2 Updated Jun 30, 2024

Simple Implementation of many GAN models with PyTorch.

Jupyter Notebook 379 109 Updated Feb 22, 2023

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learna…

Jupyter Notebook 686 68 Updated Aug 24, 2024

Repository for the IEEE/ACM TASLP 2023 Paper "Zero-Note Samba: Self-Supervised Beat Tracking".

Python 24 1 Updated Jul 25, 2023

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

Python 2,850 788 Updated Sep 8, 2017

A repository of AI-enhanced audio plugins written using C++, JUCE, libtorch, RTNeural and other libraries. Supports my book

C++ 35 3 Updated Jul 25, 2024

Curated list of python software and packages related to scientific research in audio

1,544 168 Updated Jul 14, 2023

Various resources related to developing plugins for audio production.

667 57 Updated Nov 1, 2022

All-In-One Music Structure Analyzer

Python 391 36 Updated May 9, 2024

Flexible audio loudness meter in Python with implementation of ITU-R BS.1770-4 loudness algorithm

Python 616 55 Updated Jul 2, 2024
Python 1 Updated May 31, 2024

A repository of papers that have been presented at nPlan's machine learning paper club

215 12 Updated Aug 22, 2024

Deep learning for audio processing

Jupyter Notebook 551 100 Updated Aug 26, 2024

Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch

C 438 54 Updated Oct 28, 2023
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