5 citations · 7 across the 13 of their papers we have counts for
4 papers · 1 filter
Graph Neural Networks for Parkinsons Disease Detection
Shakeel A. Sheikh, Yacouba Kaloga, Md Sahidullah +1
Despite the promising performance of state of the art approaches for Parkinsons Disease (PD) detection, these approaches often analyze individual speech segments in isolation, whic…
Multiview Canonical Correlation Analysis for Automatic Pathological Speech Detection
Yacouba Kaloga, Shakeel A. Sheikh, Ina Kodrasi
Recently proposed automatic pathological speech detection approaches rely on spectrogram input representations or wav2vec2 embeddings. These representations may contain pathology i…
Suppressing Noise Disparity in Training Data for Automatic Pathological Speech Detection
Mahdi Amiri, Ina Kodrasi
Although automatic pathological speech detection approaches show promising results when clean recordings are available, they are vulnerable to additive noise. Recently it has been…
Impact of Speech Mode in Automatic Pathological Speech Detection
Shakeel A. Sheikh, Ina Kodrasi
Automatic pathological speech detection approaches yield promising results in identifying various pathologies. These approaches are typically designed and evaluated for phoneticall…