Frederic Font

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 22

Top Topics

Tagging Systems

Confidence Measure

Tag Recommendation

Top Venues

Audio Mostly Conference

Publications

Luca Turchet, Mathieu Lagrange, Cristina Rottondi, György Fazekas, Nils Peters, Jan Østergaard, Frederic Font, Tom Bäckström, Carlo Fischione
The Internet of Sounds: Convergent Trends, Insights, and Future Directions. IEEE Internet Things J. 10 (13) (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)
Frederic Font
SOURCE: a Freesound Community Music Sampler. Audio Mostly Conference (2021)
Pablo Zinemanas, Martín Rocamora, Eduardo Fonseca, Frederic Font, Xavier Serra
Toward Interpretable Polyphonic Sound Event Detection with Attention Maps Based on Local Prototypes. DCASE (2021)
António Ramires, Frederic Font, Dmitry Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, Bo-Yu Chen, Yueh-Kao Wu, Wei-Han Hsu, Xavier Serra
The Freesound Loop Dataset and Annotation Tool. CoRR (2020)
Pablo Zinemanas, Ignacio Hounie, Pablo Cancela, Frederic Font, Martín Rocamora, Xavier Serra
DCASE-Models: A Python Library for Computational Environmental Sound Analysis using Deep-Learning Models. DCASE (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)
António Ramires, Frederic Font, Dmitry Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, Bo-Yu Chen, Yueh-Kao Wu, Wei-Han Hsu, Xavier Serra
The Freesound Loop Dataset and Annotation Tool. ISMIR (2020)
Xavier Favory, Frederic Font, Xavier Serra
Search Result Clustering in Collaborative Sound Collections. ICMR (2020)
Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra
Audio tagging with noisy labels and minimal supervision. CoRR (2019)
Eduardo Fonseca, Frederic Font, Xavier Serra
Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers. 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, Frederic Font, Xavier Serra
Model-Agnostic Approaches To Handling Noisy Labels When Training Sound Event Classifiers. WASPAA (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)
Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra
Audio Tagging with Noisy Labels and Minimal Supervision. DCASE (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)
Sanjeel Parekh, Frederic Font, Xavier Serra
Improving Audio Retrieval through Loudness Profile Categorization. ISM (2016)
Frederic Font, Xavier Serra
Tempo Estimation for Music Loops and a Simple Confidence Measure. ISMIR (2016)
Frederic Font, Joan Serrà, Xavier Serra
Analysis of the Impact of a Tag Recommendation System in a Real-World Folksonomy. ACM Trans. Intell. Syst. Technol. 7 (1) (2015)
Andreu Ballus, Eric Arnau, Oriol Nieto, Frederic Font, Alba Torrents
Embodying Theoretical Research in Music Cognition: Four Proposals for Theory-Driven Experimentation. CogSci (2014)
Frederic Font, Joan Serrà, Xavier Serra
Class-based tag recommendation and user-based evaluation in online audio clip sharing. Knowl. Based Syst. 67 (2014)
Frederic Font, Sergio Oramas, György Fazekas, Xavier Serra
Extending Tagging Ontologies with Domain Specific Knowledge. ISWC (Posters & Demos) (2014)
Frederic Font, Joan Serrà, Xavier Serra
Audio Clip Classification Using Social Tags and the Effect of Tag Expansion. Semantic Audio (2014)
Frederic Font, Gerard Roma, Xavier Serra
Freesound technical demo. ACM Multimedia (2013)
Frederic Font, Joan Serrà, Xavier Serra
Folksonomy-Based Tag Recommendation for Collaborative Tagging Systems. Int. J. Semantic Web Inf. Syst. 9 (2) (2013)
Frederic Font, Gerard Roma, Perfecto Herrera, Xavier Serra
Characterization of the Freesound online community. CIP (2012)
Gerard Roma, Perfecto Herrera, Massimiliano Zanin, Sergio L. Toral Marín, Frederic Font, Xavier Serra
Small world networks and creativity in audio clip sharing. Int. J. Soc. Netw. Min. 1 (1) (2012)
Frederic Font, Joan Serrà, Xavier Serra
Folksonomy-based Tag Recommendation for Online Audio Clip Sharing. ISMIR (2012)
Frederic Font, Xavier Serra
Extending Sound Sample Descriptions through the Extraction of Community Knowledge. UMAP (2011)