45 citations · 117 across the 23 of their papers we have counts for
3 papers · 1 filter
Evaluating Off-the-Shelf Machine Listening and Natural Language Models for Automated Audio Captioning
Benno Weck, Xavier Favory, Konstantinos Drossos +1
Automated audio captioning (AAC) is the task of automatically generating textual descriptions for general audio signals. A captioning system has to identify various information fro…
Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations
Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos +1
Underspecification and fairness in machine learning (ML) applications have recently become two prominent issues in the ML community. Acoustic scene classification (ASC) application…
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations
Xavier Favory, Konstantinos Drossos, Tuomas Virtanen +1
Audio representation learning based on deep neural networks (DNNs) emerged as an alternative approach to hand-crafted features. For achieving high performance, DNNs often need a la…