June-Woo Kim

Language orthogonalization transforms self-supervised speech models, enabling them to detect Parkinson's disease across languages without being misled by language identity.

Achieving a 2.46% boost in respiratory sound classification performance, QLung adapts angular margins based on audio quality, setting a new standard for out-of-distribution robustness.

SSMs can significantly enhance respiratory sound classification by preserving critical frequency components that traditional models often miss.