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eess.AS2026
A corpus-only AUC diagnostic for pooled speech-based depression detection
Cezary Polak, Milosz Dudek, Daria Hemmerling
When clinical speech corpora are pooled for evaluation, corpus membership can itself become predictive if class prevalences differ across sources. We derive the AUC of an oracle pr…
eess.AS2026
Phoneme-Level Mispronunciation Screening in Polish-Speaking Children with an Explainable Assistant
Milosz Dudek, Daria Hemmerling, Kamil Kwarciak +9
Early identification of speech sound errors in children is often limited by access to specialists, motivating lightweight screening tools that can operate outside the clinic. We pr…