Publications

Learning Sound Event Classifiers from Web Audio with Noisy Labels
E. Fonseca, M. Plakal, D. P. W. Ellis, F. Font, X. Favory, and X. Serra
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, 2019
[PDF] [code] [FSDnoisy18k dataset]

Facilitating the Manual Annotation of Sounds When Using Large Taxonomies
X. Favory, E. Fonseca, F. Font, and X. Serra
Proceedings of the 23rd Conference of Open Innovations Association FRUCT, 2018
[PDF] [code]

General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline (the record of this paper in Google Scholar is wrong)
E. Fonseca, M. Plakal, F. Font, D. P. W. Ellis, X. Favory, J. Pons, and X. Serra
Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop, Surrey, UK, 2019
[PDF] [code] [FSDKaggle2018 dataset]

A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification
E. Fonseca, R. Gong, and X. Serra
Sound & Music Computing Conference (SMC), Limassol, Cyprus, 2018
[PDF]

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, A. Porter, and X. Serra
International Society for Music Information Retrieval Conference (ISMIR), Suzhou, China, 2017
[PDF] [code] [Freesound Annotator]

Acoustic Scene Classification by Ensembling Gradient Boosting Machine and Convolutional Neural Networks
E. Fonseca, R. Gong, D. Bogdanov, O. Slizovskaia, E. Gomez, and X. Serra
Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop, Munich, Germany, 2017
[PDF]

Acoustic Scene Classification by Fusing LightGBM and VGG-net Multichannel Predictions
R. Gong, E. Fonseca, D. Bogdanov, O. Slizovskaia, E. Gomez, and X. Serra
Detection and Classification of Acoustic Scenes and Events (DCASE) Challenge, 2017
[PDF]

Inclusion of Phase Information into the Image Source Method
E. Fonseca (Master thesis)
Aalborg University, MSc in Acoustics Engineering, 2009
[PDF]

You can also check my list of publications on Google Scholar, or alternatively at the Music Technology Group site.