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
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
Audio tagging with noisy labels and minimal supervision
E Fonseca, M Plakal, F Font, DPW Ellis, X Serra
arXiv preprint arXiv:1906.02975, 2019
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
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
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification
E Fonseca, R Gong, X Serra
Sound & Music Computing Conference, 2018
What’s all the FUSS about free universal sound separation data?
S Wisdom, H Erdogan, DPW Ellis, R Serizel, N Turpault, E Fonseca, ...
in preparation, 2020
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
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
Facilitating the manual annotation of sounds when using large taxonomies
X Favory, E Fonseca, F Font, X Serra
arXiv preprint arXiv:1811.10988, 2018
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
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
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, X Serra
arXiv preprint arXiv:2005.00878, 2020
Inclusion of Phase Information into the Image Source Method
E Fonseca …, 2009
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