6 citations · 6 across the 3 of their papers we have counts for
3 papers
eess.AS2026
All I Hear is Noise: Investigating Clever Hans Effects in Clinical Speech Datasets
Melanie Jouaiti, Ning Ma
Recent work revealed a striking Clever Hans effect in the Pitt dataset, where Alzheimer's detection achieved nearly 100% accuracy using only silent audio segments. This raises seri…
cs.SD2025
StutterCut: Uncertainty-Guided Normalised Cut for Dysfluency Segmentation
Suhita Ghosh, Melanie Jouaiti, Jan-Ole Perschewski +1
Detecting and segmenting dysfluencies is crucial for effective speech therapy and real-time feedback. However, most methods only classify dysfluencies at the utterance level. We in…
cs.AI2024★ 6 cited
Anonymising Elderly and Pathological Speech: Voice Conversion Using DDSP and Query-by-Example
Suhita Ghosh, Melanie Jouaiti, Arnab Das +4
Speech anonymisation aims to protect speaker identity by changing personal identifiers in speech while retaining linguistic content. Current methods fail to retain prosody and uniq…