Eduardo Fonseca

Researcher, Google

Joined

November 2022

Names

Eduardo Fonseca (Preferred)

Emails

****@google.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2022 – Present

PhD student

Universitat Pompeu Fabra (upf.edu)

2017 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

self-supervised learning

,

audio

2018 – 2022

Publications

Audiovisual masked autoencoders
Iuliana Georgescu, Eduardo Fonseca, Radu Tudor Ionescu, Mario Lucic, Cordelia Schmid, Anurag Arnab
- 29 Oct 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
HEAR 2021: Holistic Evaluation of Audio Representations
Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha et al. (3 additional authors not shown)
- 2022 (modified: 03 Nov 2022)
- CoRR 2022
- Readers: Everyone
Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system
Francesca Ronchini, Samuele Cornell, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Daniel P. W. Ellis
- 2022 (modified: 03 Nov 2022)
- CoRR 2022
- Readers: Everyone
FSD50K: An Open Dataset of Human-Labeled Sound Events
Eduardo Fonseca, Xavier Favory, Jordi Pons, Frederic Font, Xavier Serra
- 2022 (modified: 03 Nov 2022)
- IEEE ACM Trans. Audio Speech Lang. Process. 2022
- Readers: Everyone
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks
Eduardo Fonseca, Andres Ferraro, Xavier Serra
- 2021 (modified: 03 Nov 2022)
- CoRR 2021
- Readers: Everyone
HEAR: Holistic Evaluation of Audio Representations
Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha et al. (3 additional authors not shown)
- 2021 (modified: 03 Nov 2022)
- NeurIPS (Competition and Demos) 2021
- Readers: Everyone
Toward Interpretable Polyphonic Sound Event Detection with Attention Maps Based on Local Prototypes
Pablo Zinemanas, Martín Rocamora, Eduardo Fonseca, Frederic Font, Xavier Serra
- 2021 (modified: 03 Nov 2022)
- DCASE 2021
- Readers: Everyone
Self-Supervised Learning from Automatically Separated Sound Scenes
Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra
- 2021 (modified: 03 Nov 2022)
- WASPAA 2021
- Readers: Everyone
Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes
Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
- 2021 (modified: 03 Nov 2022)
- ICASSP 2021
- Readers: Everyone
Unsupervised Contrastive Learning of Sound Event Representations
Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra
- 2021 (modified: 03 Nov 2022)
- ICASSP 2021
- Readers: Everyone

View all 25 publications

Co-Authors

View all 59 co-authors