no code implementations • 13 Aug 2024 • Antonio Almudévar, Alfonso Ortega, Luis Vicente, Antonio Miguel, Eduardo Lleida
In this paper we give a definition of disentanglement based on information theory that is also valid when the factors of variation are not independent.
no code implementations • 23 Jun 2024 • Antonio Almudévar, Théo Mariotte, Alfonso Ortega, Marie Tahon, Luis Vicente, Antonio Miguel, Eduardo Lleida
Prototypical Learning is based on the idea that there is a point (which we call prototype) around which the embeddings of a class are clustered.
no code implementations • 14 Sep 2023 • Victoria Mingote, Pablo Gimeno, Luis Vicente, Sameer Khurana, Antoine Laurent, Jarod Duret
This framework employs text in different source languages as input to generate speech in the target language without the need for text transcriptions in this language.
no code implementations • 1 Jun 2023 • Sameer Khurana, Nauman Dawalatabad, Antoine Laurent, Luis Vicente, Pablo Gimeno, Victoria Mingote, James Glass
Having a single model that supports multiple translation tasks is desirable.
no code implementations • 3 Jan 2019 • Dayana Ribas, Jorge Llombart, Antonio Miguel, Luis Vicente
The DNN model, trained with artificial synthesized reverberation data, was able to deal with far-field reverberated speech from real scenarios.