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Santosh Kumar Vipparthi

2 papers indexed

arxivcs.CV2026-07-20

SpEmoC: A Balanced Speaker-Segment Multimodal Emotion Benchmark

Sania Bano, Shahzad Ahmad, Santosh Kumar Vipparthi, Sukalpa Chanda, Subrahmanyam Murala

Understanding human emotions in spoken conversations is a key challenge in affective computing, with applications in empathetic AI, human computer interaction, and mental health monitoring. However, existing datasets vary in scale, emotion distribution, modality alignment, and da…

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arxivcs.CV2026-06-30

LiteMatch: Lightweight Zero-Shot Stereo Matching via Cost Volume Stabilization

Md Raqib Khan, Santosh Kumar Vipparthi, Subrahmanyam Murala

Despite rapid progress in learning-based stereo matching, high accuracy is often achieved at the cost of heavy backbones and computationally intensive 3D cost volume processing, resulting in substantial memory and runtime overhead. More critically, these methods frequently strugg…

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