edufonseca
Research Scientist at Google Research | PhD at Music Technology Group, Universitat Pompeu Fabra
NYC
Pinned Repositories
audioset
Fetch and use Google's AudioSet dataset
awesome-deeplearning-papers
Deep Learning and deep reinforcement learning research papers and books.
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
DCASE2017-Task1-ASC
Acoustic scene classification by ensembling gradient boosting machine and convolutional neural networks
FSD50K_baseline
Baseline systems for the FSD50K dataset
icassp19
Public repository for the paper "Learning Sound Event Classifiers from Web Audio with Noisy Labels"
shift_sec
Code for the paper "Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks".
uclser20
Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.
waspaa19
Public repository for the paper "Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers"
freesound-datasets
A platform for the collaborative creation of open audio collections labeled by humans and based on Freesound content.
edufonseca's Repositories
edufonseca/icassp19
Public repository for the paper "Learning Sound Event Classifiers from Web Audio with Noisy Labels"
edufonseca/uclser20
Code for the paper "Unsupervised Contrastive Learning of Sound Event Representations", ICASSP 2021.
edufonseca/FSD50K_baseline
Baseline systems for the FSD50K dataset
edufonseca/shift_sec
Code for the paper "Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks".
edufonseca/DCASE2017-Task1-ASC
Acoustic scene classification by ensembling gradient boosting machine and convolutional neural networks
edufonseca/waspaa19
Public repository for the paper "Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers"
edufonseca/Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
edufonseca/awesome-deeplearning-papers
Deep Learning and deep reinforcement learning research papers and books.
edufonseca/audioset
Fetch and use Google's AudioSet dataset
edufonseca/dcase2018_baseline
DCASE 2018 Baseline system