3 papers
cs.CL2025
Medical Reasoning in LLMs: An In-Depth Analysis of DeepSeek R1
Birger Moell, Fredrik Sand Aronsson, Sanian Akbar
Integrating large language models (LLMs) like DeepSeek R1 into healthcare requires rigorous evaluation of their reasoning alignment with clinical expertise. This study assesses Dee…
cs.CL2025
The order in speech disorder: a scoping review of state of the art machine learning methods for clinical speech classification
Birger Moell, Fredrik Sand Aronsson, Per Ãstberg +1
Background:Speech patterns have emerged as potential diagnostic markers for conditions with varying etiologies. Machine learning (ML) presents an opportunity to harness these patte…
cs.SD2025
Voice Cloning for Dysarthric Speech Synthesis: Addressing Data Scarcity in Speech-Language Pathology
Birger Moell, Fredrik Sand Aronsson
This study explores voice cloning to generate synthetic speech replicating the unique patterns of individuals with dysarthria. Using the TORGO dataset, we address data scarcity and…