Lungmix, a mixup variant with loudness masks and semantic OR label interpolation, improves some cross-dataset respiratory sound classification scores by up to 3.55 points.
Bench- marking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database—hf lung v1,
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Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification
Lungmix, a mixup variant with loudness masks and semantic OR label interpolation, improves some cross-dataset respiratory sound classification scores by up to 3.55 points.