53 citations · 53 across the 3 of their papers we have counts for
3 papers
Analyzing the Impact of Accent on English Speech: Acoustic and Articulatory Perspectives
Gowtham Premananth, Vinith Kugathasan, Carol Espy-Wilson
Advancements in AI-driven speech-based applications have transformed diverse industries ranging from healthcare to customer service. However, the increasing prevalence of non-nativ…
Multiclass Alignment of Confidence and Certainty for Network Calibration
Vinith Kugathasan, Muhammad Haris Khan
Deep neural networks (DNNs) have made great strides in pushing the state-of-the-art in several challenging domains. Recent studies reveal that they are prone to making overconfiden…
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers
Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan +4
Accurate sleep stage classification is significant for sleep health assessment. In recent years, several machine-learning based sleep staging algorithms have been developed , and i…