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Shakeel A. Sheikh

2 accepted papers

2025

Graph Neural Networks for Parkinson's Disease Detection

ICASSP 2025accepted

Despite the promising performance of state-of-the-art approaches for Parkinson’s Disease (PD) detection, these approaches often analyze individual speech segments in isolation, which can lead to sub-optimal results. Dysarthric cues that characterize speech impairments from PD patients are expected t…

Cited by 10SourceScholar
2025

Multiview Canonical Correlation Analysis for Automatic Pathological Speech Detection

ICASSP 2025accepted

Recently proposed automatic pathological speech detection approaches rely on spectrogram input representations or wav2vec2 embeddings. These representations may contain pathology-irrelevant uncorrelated information, such as changing phonetic content or variations in speaking style across time, which…

Cited by 2SourceScholar