Search Results for author: Luis Vicente

Found 5 papers, 0 papers with code

Defining and Measuring Disentanglement for non-Independent Factors of Variation

no code implementations13 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.

Disentanglement valid

Predefined Prototypes for Intra-Class Separation and Disentanglement

no code implementations23 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.

Disentanglement Explainable Models

Direct Text to Speech Translation System using Acoustic Units

no code implementations14 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.

Decoder Speech-to-Speech Translation +4

Deep Speech Enhancement for Reverberated and Noisy Signals using Wide Residual Networks

no code implementations3 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.

Speech Enhancement speech-recognition +1

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