Xavier Favory

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 23

Top Topics

Images With Ground Truth

Manually Labeled

Manual Annotation

Content Based Music Retrieval

Top Venues

IEEE Signal Process. Lett.

Publications

Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. CoRR (2023)
Pablo Alonso-Jiménez, Xavier Favory, Hadrien Foroughmand, Grigoris Bourdalas, Xavier Serra, Thomas Lidy, Dmitry Bogdanov
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity. ICASSP (2023)
Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra
FSD50K: An Open Dataset of Human-Labeled Sound Events. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. ICASSP (2021)
Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov
Enriched Music Representations With Multiple Cross-Modal Contrastive Learning. IEEE Signal Process. Lett. 28 (2021)
Andres Ferraro, Xavier Favory, Konstantinos Drossos, Yuntae Kim, Dmitry Bogdanov
Enriched Music Representations with Multiple Cross-modal Contrastive Learning. CoRR (2021)
Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. CoRR (2021)
Benno Weck, Xavier Favory, Konstantinos Drossos, Xavier Serra
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning. DCASE (2021)
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags. CoRR (2020)
António Ramires, Pritish Chandna, Xavier Favory, Emilia Gómez, Xavier Serra
Neural Percussive Synthesis Parameterised by High-Level Timbral Features. ICASSP (2020)
Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra
FSD50K: an Open Dataset of Human-Labeled Sound Events. CoRR (2020)
Xavier Favory, Frederic Font, Xavier Serra
Search Result Clustering in Collaborative Sound Collections. CoRR (2020)
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations. CoRR (2020)
Xavier Favory, Frederic Font, Xavier Serra
Search Result Clustering in Collaborative Sound Collections. ICMR (2020)
Xavier Favory, Xavier Serra
Multi Web Audio Sequencer: Collaborative Music Making. CoRR (2019)
Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra
Learning Sound Event Classifiers from Web Audio with Noisy Labels. ICASSP (2019)
Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra
Learning Sound Event Classifiers from Web Audio with Noisy Labels. CoRR (2019)
António Ramires, Pritish Chandna, Xavier Favory, Emilia Gómez, Xavier Serra
Neural Percussive Synthesis Parameterised by High-Level Timbral Features. CoRR (2019)
Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra
General-purpose tagging of Freesound audio with AudioSet labels: task description, dataset, and baseline. DCASE (2018)
Xavier Favory, Eduardo Fonseca, Frederic Font, Xavier Serra
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies. CoRR (2018)
Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Favory, Jordi Pons, Xavier Serra
General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline. CoRR (2018)
Eduardo Fonseca, Jordi Pons, Xavier Favory, Frederic Font, Dmitry Bogdanov, Andres Ferraro, Sergio Oramas, Alastair Porter, Xavier Serra
Freesound Datasets: A Platform for the Creation of Open Audio Datasets. ISMIR (2017)
Jérémie Garcia, Xavier Favory, Jean Bresson
Trajectoires: A Mobile Application for Controlling Sound Spatialization. CHI Extended Abstracts (2016)
Xavier Favory, Nicolas Obin, Gilles Degottex, Axel Roebel
The role of glottal source parameters for high-quality transformation of perceptual age. ICASSP (2015)
Xavier Favory, Jérémie Garcia, Jean Bresson
Trajectoires: a mobile application for controlling and composing sound spatialization. IHM (2015)