EF
Eduardo Fonseca
cs.SDeess.AScs.LGstat.MLcs.HCcs.IReess.SP
On Valency
published · living versionsW_uaym8uvu·v1 · currentpublished
AudioFM: Towards General Purpose Audio Representation Learning
with Yamin Li, Ruidong Zhang, Anran Wang, Dan Ellis +17
1 version
Preprints & journals
16 papers in the corpus · 2018–2021Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks2107.00623v2 · Eduardo Fonseca, Andres Ferraro, Xavier Serra2021 · 5 citationsarXiv
The Benefit Of Temporally-Strong Labels In Audio Event Classification2105.07031v1 · Shawn Hershey, Daniel P W Ellis, Eduardo Fonseca et al.2021 · 97 citationsarXiv
Self-Supervised Learning from Automatically Separated Sound Scenes2105.02132v2 · Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis et al.2021 · 6 citationsarXiv
Unsupervised Contrastive Learning of Sound Event Representations2011.07616v1 · Eduardo Fonseca, Diego Ortego, Kevin McGuinness et al.2020 · 53 citationsarXiv
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes2011.00801v1 · Nicolas Turpault, Romain Serizel, Scott Wisdom et al.2020 · 35 citationsarXiv
What's All the FUSS About Free Universal Sound Separation Data?2011.00803v1 · Scott Wisdom, Hakan Erdogan, Daniel Ellis et al.2020 · 65 citationsarXiv
FSD50K: An Open Dataset of Human-Labeled Sound Events2010.00475v2 · Eduardo Fonseca, Xavier Favory, Jordi Pons et al.2020 · 458 citationsarXiv
Improving Sound Event Detection In Domestic Environments Using Sound Separation2007.03932v1 · Nicolas Turpault, Scott Wisdom, Hakan Erdogan et al.2020 · 41 citationsarXiv
Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking2005.00878v2 · Eduardo Fonseca, Shawn Hershey, Manoj Plakal et al.2020 · 26 citationsIEEE Signal Processing Letters, Vol. 27, 2020, pages 1235-1239
Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers1910.12004v1 · Eduardo Fonseca, Frederic Font, Xavier Serra2019 · 8 citationsarXiv
A hybrid parametric-deep learning approach for sound event localization and detection1908.10133v1 · Andres Perez-Lopez, Eduardo Fonseca, Xavier Serra2019 · 3 citationsarXiv
Audio tagging with noisy labels and minimal supervision1906.02975v4 · Eduardo Fonseca, Manoj Plakal, Frederic Font et al.2019 · 87 citationsarXiv
Learning Sound Event Classifiers from Web Audio with Noisy Labels1901.01189v2 · Eduardo Fonseca, Manoj Plakal, Daniel P. W. Ellis et al.2019 · 106 citationsarXiv
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies1811.10988v1 · Xavier Favory, Eduardo Fonseca, Frederic Font et al.2018 · 4 citationsProceedings of the 23rd Conference of Open Innovations Association FRUCT, Bologna, Italy. 2018. ISSN 2305-7254, ISBN 978-952-68653-6-2, FRUCT Oy, e-ISSN 2343-0737 (license CC BY-ND)
General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline1807.09902v3 · Eduardo Fonseca, Manoj Plakal, Frederic Font et al.2018 · 131 citationsarXiv
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification1806.07506v2 · Eduardo Fonseca, Rong Gong, Xavier Serra2018 · 9 citationsarXiv
Career total: 29 works. 16 are in this corpus.
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