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Gaëtan Hadjeres

2 accepted papers

2025

Zero-shot Musical Stem Retrieval with Joint-Embedding Predictive Architectures

ICASSP 2025accepted

In this paper, we tackle the task of musical stem retrieval. Given a musical mix, it consists in retrieving a stem that would fit with it, i.e., that would sound pleasant if played together. To do so, we introduce a new method based on Joint-Embedding Predictive Architectures, where an encoder and a…

Cited by 0SourceScholar
2017

DeepBach: a Steerable Model for Bach Chorales Generation

ICML 2017poster

This paper introduces DeepBach, a graphical model aimed at modeling polyphonic music and specifically hymn-like pieces. We claim that, after being trained on the chorale harmonizations by Johann Sebastian Bach, our model is capable of generating highly convincing chorales in the style of Bach. DeepB…