Gaëtan Hadjeres | DeepAI

DeepAI AI Chat

Featured Co-authors

Frank Nielsen
81 publications
Alexander Lerch
31 publications
Philippe Esling
26 publications
Bryan Pardo
21 publications
Prem Seetharaman
18 publications
Stefan Lattner
18 publications
Geoffroy Peeters
15 publications
François Pachet
12 publications
Jean-Pierre Briot
11 publications
Ashis Pati
9 publications
Alisa Liu
8 publications

∙ 09/05/2023

PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective

In this paper, we address the problem of pitch estimation using Self Sup...

0 Alain Riou, et al. ∙

∙ 07/13/2021

The Piano Inpainting Application

Autoregressive models are now capable of generating high-quality minute-...

0 Gaëtan Hadjeres, et al. ∙

∙ 06/14/2021

CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis

In this paper, we propose a novel score-base generative model for uncond...

0 Simon Rouard, et al. ∙

∙ 04/15/2021

Spectrogram Inpainting for Interactive Generation of Instrument Sounds

Modern approaches to sound synthesis using deep neural networks are hard...

0 Théis Bazin, et al. ∙

∙ 06/23/2020

Incorporating Music Knowledge in Continual Dataset Augmentation for Music Generation

Deep learning has rapidly become the state-of-the-art approach for music...

0 Alisa Liu, et al. ∙

∙ 04/21/2020

Vector Quantized Contrastive Predictive Coding for Template-based Music Generation

In this work, we propose a flexible method for generating variations of ...

0 Gaëtan Hadjeres, et al. ∙

∙ 02/19/2020

Schoenberg-Rao distances: Entropy-based and geometry-aware statistical Hilbert distances

Distances between probability distributions that take into account the g...

22 Gaëtan Hadjeres, et al. ∙

∙ 09/19/2019

A note on the quasiconvex Jensen divergences and the quasiconvex Bregman divergences derived thereof

We first introduce the class of quasiconvex and quasiconcave Jensen dive...

0 Frank Nielsen, et al. ∙

∙ 07/23/2019

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

Inpainting-based generative modeling allows for stimulating human-machin...

0 Théis Bazin, et al. ∙

∙ 07/04/2019

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

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

0 Cyran Aouameur, et al. ∙

∙ 07/02/2019

Learning to Traverse Latent Spaces for Musical Score Inpainting

Music Inpainting is the task of filling in missing or lost information i...

0 Ashis Pati, et al. ∙

∙ 03/14/2019

On power chi expansions of f-divergences

We consider both finite and infinite power chi expansions of f-divergenc...

0 Frank Nielsen, et al. ∙

∙ 01/11/2019

Variation Network: Learning High-level Attributes for Controlled Input Manipulation

This paper presents the Variation Network (VarNet), a generative model p...

0 Gaëtan Hadjeres, et al. ∙

∙ 03/20/2018

Monte Carlo Information Geometry: The dually flat case

Exponential families and mixture families are parametric probability mod...

0 Frank Nielsen, et al. ∙

∙ 09/19/2017

Interactive Music Generation with Positional Constraints using Anticipation-RNNs

Recurrent Neural Networks (RNNS) are now widely used on sequence generat...

0 Gaëtan Hadjeres, et al. ∙

∙ 09/05/2017

Deep Learning Techniques for Music Generation - A Survey

This book is a survey and an analysis of different ways of using deep le...

0 Jean-Pierre Briot, et al. ∙

∙ 09/03/2017

Deep rank-based transposition-invariant distances on musical sequences

Distances on symbolic musical sequences are needed for a variety of appl...

0 Gaëtan Hadjeres, et al. ∙

∙ 07/14/2017

GLSR-VAE: Geodesic Latent Space Regularization for Variational AutoEncoder Architectures

VAEs (Variational AutoEncoders) have proved to be powerful in the contex...

0 Gaëtan Hadjeres, et al. ∙

∙ 12/03/2016

DeepBach: a Steerable Model for Bach Chorales Generation

This paper introduces DeepBach, a graphical model aimed at modeling poly...

1 Gaëtan Hadjeres, et al. ∙

∙ 09/16/2016

Style Imitation and Chord Invention in Polyphonic Music with Exponential Families

Modeling polyphonic music is a particularly challenging task because of ...

0 Gaëtan Hadjeres, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world