DrumGAN VST: A Plugin for Drum Sound Analysis/Synthesis With Autoencoding Generative Adversarial Networks

no code implementations • 29 Jun 2022 • Javier Nistal, Cyran Aouameur, Ithan Velarde, Stefan Lattner

In contemporary popular music production, drum sound design is commonly performed by cumbersome browsing and processing of pre-recorded samples in sound libraries.

Generative Adversarial Network Resynthesis

VQCPC-GAN: Variable-Length Adversarial Audio Synthesis Using Vector-Quantized Contrastive Predictive Coding

1 code implementation • 4 May 2021 • Javier Nistal, Cyran Aouameur, Stefan Lattner, Gaël Richard

Influenced by the field of Computer Vision, Generative Adversarial Networks (GANs) are often adopted for the audio domain using fixed-size two-dimensional spectrogram representations as the "image data".

Audio Synthesis

Neural Drum Machine : An Interactive System for Real-time Synthesis of Drum Sounds

no code implementations • 4 Jul 2019 • Cyran Aouameur, Philippe Esling, Gaëtan Hadjeres

In this work, we introduce a system for real-time generation of drum sounds.