Data leakage in cross-modal retrieval training: A case study

B Weck, X Serra - … 2023-2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
The recent progress in text-based audio retrieval was largely propelled by the release of
suitable datasets. Since the manual creation of such datasets is a laborious task, obtaining …

Enhancing Audio Retrieval with Attention-based Encoder for Audio Feature Representation

F Xiao, Q Zhu, J Guan, W Wang - 2023 31st European Signal …, 2023 - ieeexplore.ieee.org
Pretrained audio neural networks (PANNs) has been successful in a range of machine
audition applications. But its limitation in recognising relationships between acoustic scenes …