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