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Author

Harshit Rajgarhia

3 papers indexed here

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#artificial intelligence Preprint Sep 2026

SEABED: SouthEast Asian Benchmark for Evaluating Audio Reasoning

Modern audio-language models are no longer judged only on what words they can transcribe, but on whether they can reason over what they hear: recovering meaning that lives in tone and prosody, telling dialects and regional languages apart, and resolving ambiguity that the written form leaves open. This capability is no...

Harshit Rajgarhia, Asif Shaik, R. Lokesh et al. · 0 citations
Preprint Aug 2026

DuplexWorld: Can voice agents help you get through the day?

D DuplexWorld introduces six worlds where voice agents are especially useful: banking, insurance, travel, healthcare and logistics, and Pathfinding, and shows that even the best voice agents leave substantial room for improvement on all 3 axes.

Aryan Vijay Bhosale, Harshit Rajgarhia, Akhil Pothanapalli et al. · 2 citations
#natural language process... Preprint Jul 2026

RL-ADA: A World-Feedback Framework for Adversarially Robust Enterprise Dialogue Agents

RL-ADA (Reinforcement Learning with Adversarial Dialogue Agents), a co-evolutionary training framework that eliminates this bottleneck by replacing human labels with consequence-based reward signals derived directly from measurable interaction outcomes, is presented.

Ramya Narayanan, Harshit Rajgarhia, Abhishek Mukherji · 0 citations

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