Search Results for author: Irene Tallini

Found 2 papers, 2 papers with code

Vector Quantile Regression on Manifolds

1 code implementation3 Jul 2023 Marco Pegoraro, Sanketh Vedula, Aviv A. Rosenberg, Irene Tallini, Emanuele Rodolà, Alex M. Bronstein

Quantile regression (QR) is a statistical tool for distribution-free estimation of conditional quantiles of a target variable given explanatory features.

regression

Multi-Source Diffusion Models for Simultaneous Music Generation and Separation

1 code implementation4 Feb 2023 Giorgio Mariani, Irene Tallini, Emilian Postolache, Michele Mancusi, Luca Cosmo, Emanuele Rodolà

In this work, we define a diffusion-based generative model capable of both music synthesis and source separation by learning the score of the joint probability density of sources sharing a context.

Imputation Music Generation

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