3 papers
cs.LG2026
Symphony for Speech-to-Text: Supporting Real-Time Medical Voice Interfaces
Arne Nix, Robert James, Lasse Borgholt +6
After decades of use in dictation and, more recently, ambient documentation, speech is emerging as a primary modality for interacting with technology and AI in healthcare. Yet medi…
cs.CL2025
A Text-To-Text Alignment Algorithm for Better Evaluation of Modern Speech Recognition Systems
Lasse Borgholt, Jakob Havtorn, Christian Igel +2
Modern neural networks have greatly improved performance across speech recognition benchmarks. However, gains are often driven by frequent words with limited semantic weight, which…
cs.LG2024
An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records
Joakim Edin, Maria Maistro, Lars Maaløe +3
Electronic healthcare records are vital for patient safety as they document conditions, plans, and procedures in both free text and medical codes. Language models have significantl…