80 citations · 332 across the 29 of their papers we have counts for
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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…
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…
Transfer Learning of Artist Group Factors to Musical Genre Classification
Jaehun Kim, Minz Won, Xavier Serra +1
The automated recognition of music genres from audio information is a challenging problem, as genre labels are subjective and noisy. Artist labels are less subjective and less nois…