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ORCIDFrederic Font
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- affiliation (PhD): Pompeu Fabra University, Music Technology Group, Barcelona, Spain
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Books and Theses
- 2015
[b1]Frederic Font Corbera:
Tag recommendation using folksonomy information for online sound sharing platforms. Pompeu Fabra University, Spain, 2015
Journal Articles
- 2023
- [j6]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): 11264-11292 (2023) - 2022
- [j5]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: 829-852 (2022) - 2015
- [j4]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): 6:1-6:27 (2015) - 2014
- [j3]Frederic Font, Joan Serrà, Xavier Serra:
Class-based tag recommendation and user-based evaluation in online audio clip sharing. Knowl. Based Syst. 67: 131-142 (2014) - 2013
- [j2]Frederic Font, Joan Serrà, Xavier Serra:
Folksonomy-Based Tag Recommendation for Collaborative Tagging Systems. Int. J. Semantic Web Inf. Syst. 9(2): 1-30 (2013) - 2012
- [j1]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): 112-127 (2012)
Conference and Workshop Papers
- 2021
- [c19]Frederic Font:
SOURCE: a Freesound Community Music Sampler. Audio Mostly Conference 2021: 182-187 - [c18]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: 50-54 - 2020
- [c17]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: 240-244 - [c16]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: 287-294 - [c15]Xavier Favory, Frederic Font, Xavier Serra:
Search Result Clustering in Collaborative Sound Collections. ICMR 2020: 207-214 - 2019
- [c14]Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra:
Audio Tagging with Noisy Labels and Minimal Supervision. DCASE 2019: 69-73 - [c13]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: 21-25 - [c12]Eduardo Fonseca, Frederic Font, Xavier Serra:
Model-Agnostic Approaches To Handling Noisy Labels When Training Sound Event Classifiers. WASPAA 2019: 16-20 - 2018
- [c11]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: 69-73 - 2017
- [c10]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: 486-493 - 2016
- [c9]Sanjeel Parekh, Frederic Font, Xavier Serra:
Improving Audio Retrieval through Loudness Profile Categorization. ISM 2016: 565-568 - [c8]Frederic Font, Xavier Serra:
Tempo Estimation for Music Loops and a Simple Confidence Measure. ISMIR 2016: 269-275 - 2014
- [c7]Andreu Ballus, Eric Arnau, Oriol Nieto, Frederic Font, Alba Torrents:
Embodying Theoretical Research in Music Cognition: Four Proposals for Theory-Driven Experimentation. CogSci 2014 - [c6]Frederic Font, Joan Serrà, Xavier Serra:
Audio Clip Classification Using Social Tags and the Effect of Tag Expansion. Semantic Audio 2014 - [c5]Frederic Font, Sergio Oramas, György Fazekas, Xavier Serra:
Extending Tagging Ontologies with Domain Specific Knowledge. ISWC (Posters & Demos) 2014: 209-212 - 2013
- [c4]Frederic Font, Gerard Roma, Xavier Serra:
Freesound technical demo. ACM Multimedia 2013: 411-412 - 2012
- [c3]Frederic Font, Gerard Roma, Perfecto Herrera, Xavier Serra:
Characterization of the Freesound online community. CIP 2012: 1-6 - [c2]Frederic Font, Joan Serrà, Xavier Serra:
Folksonomy-based Tag Recommendation for Online Audio Clip Sharing. ISMIR 2012: 73-78 - 2011
- [c1]Frederic Font, Xavier Serra:
Extending Sound Sample Descriptions through the Extraction of Community Knowledge. UMAP 2011: 418-421
Editorship
- 2021
- [e1]Frederic Font, Annamaria Mesaros, Daniel P. W. Ellis, Eduardo Fonseca, Magdalena Fuentes, Benjamin Elizalde:
Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), Online, November 15-19, 2021. 2021, ISBN 978-84-09-36072-7 [contents]
Data and Artifacts
- 2020
- [d4]Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra:
FSD50K. Zenodo, 2020
- [d3]Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra:
FSDKaggle2019. Zenodo, 2020 - 2019
- [d2]Eduardo Fonseca, Mercedes Collado, Manoj Plakal, Daniel P. W. Ellis, Frederic Font, Xavier Favory, Xavier Serra:
FSDnoisy18k. Zenodo, 2019 - [d1]Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Manoj Plakal, Daniel P. W. Ellis, Xavier Serra:
FSDKaggle2018. Zenodo, 2019
Informal and Other Publications
- 2024
- [i11]Francesco Papaleo, Xavier Lizarraga-Seijas, Frederic Font:
Evaluating Neural Networks Architectures for Spring Reverb Modelling. CoRR abs/2409.04953 (2024) - [i10]Panagiota Anastasopoulou, Jessica Torrey, Xavier Serra, Frederic Font:
Heterogeneous sound classification with the Broad Sound Taxonomy and Dataset. CoRR abs/2410.00980 (2024) - [i9]Benno Weck, Frederic Font:
The language of sound search: Examining User Queries in Audio Search Engines. CoRR abs/2410.08324 (2024) - 2020
- [i8]Xavier Favory, Frederic Font, Xavier Serra:
Search Result Clustering in Collaborative Sound Collections. CoRR abs/2004.03985 (2020) - [i7]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 abs/2008.11507 (2020) - [i6]Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra:
FSD50K: an Open Dataset of Human-Labeled Sound Events. CoRR abs/2010.00475 (2020) - 2019
- [i5]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 abs/1901.01189 (2019) - [i4]Eduardo Fonseca, Manoj Plakal, Frederic Font, Daniel P. W. Ellis, Xavier Serra:
Audio tagging with noisy labels and minimal supervision. CoRR abs/1906.02975 (2019) - [i3]Eduardo Fonseca, Frederic Font, Xavier Serra:
Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers. CoRR abs/1910.12004 (2019) - 2018
- [i2]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 abs/1807.09902 (2018) - [i1]Xavier Favory, Eduardo Fonseca, Frederic Font, Xavier Serra:
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies. CoRR abs/1811.10988 (2018)
Coauthor Index
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