8 citations · 11 across the 3 of their papers we have counts for
3 papers
Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition
Andrés Piñeiro-Martín, Carmen García-Mateo, Laura Docío-Fernández +2
This paper addresses the challenge of integrating low-resource languages into multilingual automatic speech recognition (ASR) systems. We introduce a novel application of weighted…
Detecting the Severity of Major Depressive Disorder from Speech: A Novel HARD-Training Methodology
Edward L. Campbell, Judith Dineley, Pauline Conde +7
Major Depressive Disorder (MDD) is a common worldwide mental health issue with high associated socioeconomic costs. The prediction and automatic detection of MDD can, therefore, ma…
Alzheimer's Dementia Detection from Audio and Text Modalities
Edward L. Campbell, Laura Docío-Fernández, Javier Jiménez Raboso +1
Automatic detection of Alzheimer's dementia by speech processing is enhanced when features of both the acoustic waveform and the content are extracted. Audio and text transcription…