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Articles by Arjun Chandra
Computer Science > Computation and Language
Audio-language models (ALMs) are increasingly used as judges for speech-to-speech systems, but a judge that receives audio may not actually use paralinguistic evidence. We introduce counterfactual audits for paralinguistic response evaluation. Each audit item holds the transcript fixed while varying affect, prosody, or the timing of an affective shift, forcing a valid judge to track the audio cue rather than lexical content or response style.
Hearing between the lines: Unlocking the reasoning power of LLMs for speech evaluation
Large Language Model (LLM) judges exhibit strong reasoning capabilities but are limited to textual content. This leaves current automatic Speech-to-Speech (S2S) evaluation methods reliant on opaque and expensive Audio Language Models (ALMs). In this work, we propose TRACE (Textual Reasoning over Audio Cues for Evaluation), a novel framework that enables LLM judges to reason over audio cues to achieve cost-efficient and human-aligned S2S evaluation.
Systemic Sclerosis (SSc) After COVID-19: A Case Report
Introduction Systemic sclerosis (SSc) is an autoimmune disease characterized by vasculopathy and fibrosis of the skin and internal organs. Although it is uncommon, SSc has significant mortality and morbidity [1].
Laptop working without battery but turning of when I was using with battery
03-11-2021 05:31 AM My laptop battery started giving me trouble few months ago. then slowly battery started draining fast. after a few weeks, battery had not charged and then after few days started turning off when I start my laptop with battery on. But now I can able to run my laptop without battery. fan making noise if i do not put on flat area. are those happened because of battery failure or charging socket failure or fan noise or Mother board issue? appriciate your time
Can I Replace 1TB HDD(5400 rpm) with 500GB HDD?
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