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Xavier Favory

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Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity

Apr 24, 2023
Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov

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Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning

Oct 14, 2021
Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra

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Enriched Music Representations with Multiple Cross-modal Contrastive Learning

Apr 01, 2021
Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov

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Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags

Oct 27, 2020
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra

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FSD50K: an Open Dataset of Human-Labeled Sound Events

Oct 01, 2020
Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra

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COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations

Jul 08, 2020
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra

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Search Result Clustering in Collaborative Sound Collections

Apr 08, 2020
Xavier Favory, Frederic Font, Xavier Serra

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Neural Percussive Synthesis Parameterised by High-Level Timbral Features

Nov 25, 2019
António Ramires, Pritish Chandna, Xavier Favory, Emilia Gómez, Xavier Serra

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Learning Sound Event Classifiers from Web Audio with Noisy Labels

Jan 04, 2019
Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra

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