Author

Saurav K. Aryal

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#natural language process... Preprint Sep 2026

BiMamba2 Masked Discrete-Unit Prediction for Multilingual Speech Representation for Unsupervised Speech in the Wild Challenge

A local-official discrepancy in metric scale and checkpoint ranking is analyzed, highlighting limitations of in-distribution diagnostics for predicting Dynabench probe outcomes and a local-official discrepancy in metric scale and checkpoint ranking is analyzed.

P. Subedi, Howard Prioleau, Saurav K. Aryal · 0 citations

#machine learning Preprint Sep 2026

From Stress to Affect: Multimodal Deep Learning for Physiological Emotion Recognition Across Wearable Sensor Modalities

Physiological emotion recognition using wearable sensors has important applications in mental health monitoring, affective computing, and human-computer interaction. However, existing studies typically evaluate a single model, sensing configuration, or dataset, limiting our understanding of how these factors influence...

D. Hagos, Saurav K. Aryal, L. Burge · 0 citations