Elmar Nöth

Wav2Vec 2.0, despite boosting accuracy in speech-based cognitive impairment detection, introduces significant gender and age biases, misclassifying females and younger individuals at a higher rate.

Finally, a large, clinically-validated German speech corpus is available to benchmark and advance speech-based Alzheimer's disease detection.