Publications.

Stochastic Restoration of Heavily Compressed Musical Audio Using Generative Adversarial Networks

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

Spectrogram Inpainting for Interactive Generation of Instrument Sounds

Vector Quantized Contrastive Predictive Coding for Template-based Music Generation

Ultra-light deep MIR by trimming lottery tickets

DrumGAN: Synthesis of Drum Sounds With Timbral Feature Conditioning Using GANs

Connective Fusion: Learning Transformational Joining of Sequences with Application to Melody Creation

BassNet: A Variational Gated Autoencoder for Conditional Generation of Bass Guitar Tracks with Learned Interactive Control

Comparing Representations for Audio Synthesis Using Generative Adversarial Networks

Learning Complex Basis Functions For Invariant Representations Of Audio

Auto-adaptive Resonance Equalization using Dilated Residual Networks

Learning to Traverse Latent Spaces for Musical Score Inpainting

NONOTO: A Model-agnostic Web Interface for Interactive Music Composition by Inpainting

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