متابعة
Eduardo Fonseca
Eduardo Fonseca
Research Scientist @ Google DeepMind
بريد إلكتروني تم التحقق منه على google.com - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
FSD50K: an open dataset of human-labeled sound events‏
E Fonseca, X Favory, J Pons, F Font, X Serra‏
IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 829-852, 2021‏
5282021
Freesound datasets: a platform for the creation of open audio datasets‏
E Fonseca, J Pons Puig, X Favory, F Font Corbera, D Bogdanov, ...‏
Proceedings of the 18th ISMIR Conference; 2017; Suzhou, China, 2017‏
2882017
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
arXiv preprint arXiv:1807.09902, 2018‏
2002018
Learning sound event classifiers from web audio with noisy labels‏
E Fonseca, M Plakal, DPW Ellis, F Font, X Favory, X Serra‏
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019‏
1472019
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
1302021
Hear: Holistic evaluation of audio representations‏
J Turian, J Shier, HR Khan, B Raj, BW Schuller, CJ Steinmetz, C Malloy, ...‏
NeurIPS 2021 Competitions and Demonstrations Track, 125-145, 2022‏
1082022
Audio tagging with noisy labels and minimal supervision‏
E Fonseca, M Plakal, F Font, DPW Ellis, X Serra‏
arXiv preprint arXiv:1906.02975, 2019‏
1082019
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
1032021
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
842021
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
702020
Audiovisual masked autoencoders‏
MI Georgescu, E Fonseca, RT Ionescu, M Lucic, C Schmid, A Arnab‏
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023‏
562023
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
402021
Acoustic scene classification by ensembling gradient boosting machine and convolutional neural networks‏
E Fonseca, R Gong, D Bogdanov, O Slizovskaia, E Gómez Gutiérrez, ...‏
Virtanen T, Mesaros A, Heittola T, Diment A, Vincent E, Benetos E, Martinez …, 2017‏
312017
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
302020
Self-supervised learning from automatically separated sound scenes‏
E Fonseca, A Jansen, DPW Ellis, S Wisdom, M Tagliasacchi, JR Hershey, ...‏
2021 IEEE Workshop on Applications of Signal Processing to Audio and …, 2021‏
152021
Acoustic scene classification by fusing LightGBM and VGG-net multichannel predictions‏
R Gong, E Fonseca, D Bogdanov, O Slizovskaia, E Gomez, X Serra‏
Proc. IEEE AASP Challenge Detection Classification Acoust. Scenes Events, 1-4, 2017‏
152017
Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system‏
F Ronchini, S Cornell, R Serizel, N Turpault, E Fonseca, DPW Ellis‏
arXiv preprint arXiv:2210.07856, 2022‏
142022
Improving sound event classification by increasing shift invariance in convolutional neural networks‏
E Fonseca, A Ferraro, X Serra‏
arXiv preprint arXiv:2107.00623, 2021‏
142021
A simple fusion of deep and shallow learning for acoustic scene classification‏
E Fonseca, R Gong, X Serra‏
arXiv preprint arXiv:1806.07506, 2018‏
122018
Model-agnostic approaches to handling noisy labels when training sound event classifiers‏
E Fonseca, F Font, X Serra‏
arXiv preprint arXiv:1910.12004, 2019‏
112019
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مقالات 1–20