Showing cs.SDShow all
2 papers · 1 filter
cs.SD2026
A Toolkit for Detecting Spurious Correlations in Speech Datasets
Lara Gauder, Pablo Riera, Andrea Slachevsky +3
We introduce a toolkit for uncovering spurious correlations between recording characteristics and target class in speech datasets. Spurious correlations may arise due to heterogene…
cs.SD2024
The Unreliability of Acoustic Systems in Alzheimer's Speech Datasets with Heterogeneous Recording Conditions
Lara Gauder, Pablo Riera, Andrea Slachevsky +3
Automated speech analysis is a thriving approach to detect early markers of Alzheimer's disease (AD). Yet, recording conditions in most AD datasets are heterogeneous, with patients…