Eduardo Fonseca
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Freesound Datasets: A Platform for the Creation of Open Audio Datasets
E Fonseca, J Pons, X Favory, F Font, D Bogdanov, A Ferraro, S Oramas, ...
International Society for Music Information Retrieval Conference, 2017
1222017
General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline
E Fonseca, M Plakal, F Font, DPW Ellis, X Favory, J Pons, X Serra
Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop …, 2018
1092018
Audio tagging with noisy labels and minimal supervision
E Fonseca, M Plakal, F Font, DPW Ellis, X Serra
arXiv preprint arXiv:1906.02975, 2019
572019
Learning Sound Event Classifiers from Web Audio with Noisy Labels
E Fonseca, M Plakal, DPW Ellis, F Font, X Favory, X Serra
IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2019
542019
FSD50K: an Open Dataset of Human-Labeled Sound Events
E Fonseca, X Favory, J Pons, F Font, X Serra
arXiv preprint arXiv:2010.00475, 2020
232020
What’s all the fuss about free universal sound separation data?
S Wisdom, H Erdogan, DPW Ellis, R Serizel, N Turpault, E Fonseca, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
212021
Acoustic Scene Classification by Ensembling Gradient Boosting Machine and Convolutional Neural Networks
E Fonseca, R Gong, D Bogdanov, O Slizovskaia, E Gomez, X Serra
Workshop on Detection and Classification of Acoustic Scenes and Events, 2017
212017
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification
E Fonseca, R Gong, X Serra
Sound & Music Computing Conference, 2018
112018
Improving Sound Event Detection In Domestic Environments Using Sound Separation
N Turpault, S Wisdom, H Erdogan, J Hershey, R Serizel, E Fonseca, ...
arXiv preprint arXiv:2007.03932, 2020
102020
Unsupervised contrastive learning of sound event representations
E Fonseca, D Ortego, K McGuinness, NE O’Connor, X Serra
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
82021
Addressing missing labels in large-scale sound event recognition using a teacher-student framework with loss masking
E Fonseca, S Hershey, M Plakal, DPW Ellis, A Jansen, RC Moore
IEEE Signal Processing Letters 27, 1235-1239, 2020
82020
Acoustic Scene Classification by Fusing LightGBM and VGG-net Multichannel Predictions
R Gong, E Fonseca, D Bogdanov, O Slizovskaia, E Gomez, X Serra
IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and …, 2017
82017
Model-agnostic approaches to handling noisy labels when training sound event classifiers
E Fonseca, F Font, X Serra
2019 IEEE Workshop on Applications of Signal Processing to Audio and …, 2019
72019
Facilitating the manual annotation of sounds when using large taxonomies
X Favory, E Fonseca, F Font, X Serra
arXiv preprint arXiv:1811.10988, 2018
62018
A hybrid parametric-deep learning approach for sound event localization and detection
A Pérez-López, E Fonseca, X Serra
arXiv preprint arXiv:1908.10133, 2019
52019
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes
N Turpault, R Serizel, S Wisdom, H Erdogan, JR Hershey, E Fonseca, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
32021
The Benefit of Temporally-Strong Labels in Audio Event Classification
S Hershey, DPW Ellis, E Fonseca, A Jansen, C Liu, RC Moore, M Plakal
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
22021
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks
E Fonseca, A Ferraro, X Serra
arXiv preprint arXiv:2107.00623, 2021
2021
Self-Supervised Learning from Automatically Separated Sound Scenes
E Fonseca, A Jansen, DPW Ellis, S Wisdom, M Tagliasacchi, JR Hershey, ...
arXiv preprint arXiv:2105.02132, 2021
2021
Inclusion of Phase Information into the Image Source Method
E Fonseca
http://projekter.aau.dk/projekter/en/studentthesis/inclusion-of-phase …, 2009
2009
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