research
∙
10/01/2020
FSD50K: an Open Dataset of Human-Labeled Sound Events
Most existing datasets for sound event recognition (SER) are relatively ...
share
research
∙
08/26/2020
The Freesound Loop Dataset and Annotation Tool
Music loops are essential ingredients in electronic music production, an...
research
∙
04/08/2020
Search Result Clustering in Collaborative Sound Collections
The large size of nowadays' online multimedia databases makes retrieving...
research
∙
10/26/2019
Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers
Label noise is emerging as a pressing issue in sound event classificatio...
research
∙
06/07/2019
Audio tagging with noisy labels and minimal supervision
This paper introduces Task 2 of the DCASE2019 Challenge, titled "Audio t...
research
∙
01/04/2019
Learning Sound Event Classifiers from Web Audio with Noisy Labels
As sound event classification moves towards larger datasets, issues of l...
research
∙
11/21/2018
Facilitating the Manual Annotation of Sounds When Using Large Taxonomies
Properly annotated multimedia content is crucial for supporting advances...
research
∙
07/26/2018
