2 papers
cs.CL2026
Beyond Perplexity: Character Distribution Signatures and the MDTA Benchmark for AI Text Detection
Priyadarshan Narayanasamy, Swastik Agrawal, Klint Faber +1
Training-free AI text detection methods primarily rely on model log-probabilities, achieving strong performance through approaches like Binoculars and DNA-DetectLLM. However, these…
cs.SD2025
Spatial Audio Processing with Large Language Model on Wearable Devices
Ayushi Mishra, Yang Bai, Priyadarshan Narayanasamy +2
Integrating spatial context into large language models (LLMs) has the potential to revolutionize human-computer interaction, particularly in wearable devices. In this work, we pres…