Open-set lung sound recognition model based on conditional Gaussian capsule network and variational time-frequency feature reconstruction

Yixuan Zhang, Jingye Zhang, Lukui Shi

Abstract: Highlights•Identifying undiscovered diseases through feature reconstruction.•Sequence open-set recognition via variational time–frequency feature reconstruction.•Improve the representation of lung sound features through capsule networks.