Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification

S Ge, W Zhang, S Xie, B Yan, Z Wang - arXiv preprint arXiv:2501.00064, 2024 - arxiv.org
Respiratory sound classification plays a pivotal role in diagnosing respiratory diseases.
While deep learning models have shown success with various respiratory sound datasets …

BTS: Bridging Text and Sound Modalities for Metadata-Aided Respiratory Sound Classification

JW Kim, M Toikkanen, Y Choi, SE Moon… - arXiv preprint arXiv …, 2024 - arxiv.org
Respiratory sound classification (RSC) is challenging due to varied acoustic signatures,
primarily influenced by patient demographics and recording environments. To address this …