2 papers
cs.SD2026
ASR Personalization in Pathological Voice: Accuracy, Efficiency, and Duration Effects
Giuseppe Giaimis, Sergei Katkov, Muhammad Azfar Yaqub +1
Automatic Speech recognition (ASR) struggles with Pathological speech due to persistent speaker-specific mismatch. In clinical and accessibility scenarios, only limited target-spea…
cs.AI2026
Understanding Personalization Gains in Whisper ASR
Sergei Katkov, Antonio Liotta
Whisper-style ASR models provide strong zero-shot transcription, but their residual errors are not evenly distributed across datasets, recording conditions, and metadata-based grou…