11 citations · 40 across the 5 of their papers we have counts for
5 papers
The Piano Inpainting Application
Gaëtan Hadjeres, Léopold Crestel
Autoregressive models are now capable of generating high-quality minute-long expressive MIDI piano performances. Even though this progress suggests new tools to assist music compos…
Vector Quantized Contrastive Predictive Coding for Template-based Music Generation
Gaëtan Hadjeres, Léopold Crestel
In this work, we propose a flexible method for generating variations of discrete sequences in which tokens can be grouped into basic units, like sentences in a text or bars in musi…
A database linking piano and orchestral MIDI scores with application to automatic projective orchestration
Léopold Crestel, Philippe Esling, Lena Heng +1
This article introduces the Projective Orchestral Database (POD), a collection of MIDI scores composed of pairs linking piano scores to their corresponding orchestrations. To the b…
Melody Generation for Pop Music via Word Representation of Musical Properties
Andrew Shin, Leopold Crestel, Hiroharu Kato +6
Automatic melody generation for pop music has been a long-time aspiration for both AI researchers and musicians. However, learning to generate euphonious melody has turned out to b…
Live Orchestral Piano, a system for real-time orchestral music generation
Léopold Crestel, Philippe Esling
This paper introduces the first system for performing automatic orchestration based on a real-time piano input. We believe that it is possible to learn the underlying regularities…