469 citations · 808 across the 29 of their papers we have counts for
4 papers · 1 filter
Analysis and Comparison of Classification Metrics
Luciana Ferrer
A variety of different performance metrics are commonly used in the machine learning literature for the evaluation of classification systems. Some of the most common ones for measu…
Metrics reloaded: Recommendations for image analysis validation
Lena Maier-Hein, Annika Reinke, Patrick Godau +71
Increasing evidence shows that flaws in machine learning (ML) algorithm validation are an underestimated global problem. Particularly in automatic biomedical image analysis, chosen…
Study on the Fairness of Speaker Verification Systems on Underrepresented Accents in English
Mariel Estevez, Luciana Ferrer
Speaker verification (SV) systems are currently being used to make sensitive decisions like giving access to bank accounts or deciding whether the voice of a suspect coincides with…
A Discriminative Hierarchical PLDA-based Model for Spoken Language Recognition
Luciana Ferrer, Diego Castan, Mitchell McLaren +1
Spoken language recognition (SLR) refers to the automatic process used to determine the language present in a speech sample. SLR is an important task in its own right, for example,…