4 citations · 5 across the 3 of their papers we have counts for
3 papers
eess.AS2024★ 1 cited
DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels
Samuele Cornell, Janek Ebbers, Constance Douwes +4
The Detection and Classification of Acoustic Scenes and Events Challenge Task 4 aims to advance sound event detection (SED) systems in domestic environments by leveraging training…
eess.AS2023
Evaluating Classification Systems Against Soft Labels with Fuzzy Precision and Recall
Manu Harju, Annamaria Mesaros
Classification systems are normally trained by minimizing the cross-entropy between system outputs and reference labels, which makes the Kullback-Leibler divergence a natural choic…
eess.AS2023★ 4 cited
Training sound event detection with soft labels from crowdsourced annotations
Irene Martín-Morató, Manu Harju, Paul Ahokas +1
In this paper, we study the use of soft labels to train a system for sound event detection (SED). Soft labels can result from annotations which account for human uncertainty about…