#acoustic features

2posts

  1. Reading Multiple Emotions Mixed in a Single Utterance from Speech
    Can multiple emotions mixed within a single Korean speech clip be detected at the same time? We compare seven models built on three types of speech features, and outline the best combination and the limitations of using it in practice.
    Healthcare Data Analytics2026-10-10#speech emotion recognition#multi-label classification#acoustic features#imbalanced data#fusion model
  2. Can Acoustic Features of the Voice Tell Us About Cognitive Status?
    Can cognitive status be distinguished using only acoustic features extracted from short vocal recordings of 223 Korean speakers? This post summarizes a single paper covering model performance, important features, and the limitations posed by differences in age and education.
    Healthcare Data Analytics2026-10-09#acoustic features#voice biomarkers#cognitive impairment#dementia screening#explainable artificial intelligence#imbalanced data

Keywords

#imbalanced data2#speech emotion recognition1#multi-label classification1#fusion model1#voice biomarkers1#cognitive impairment1#dementia screening1#explainable artificial intelligence1