17 citations · 22 across the 10 of their papers we have counts for
5 papers · 1 filter
Align Then Reason: A Multimodal Lip-Sync Judge for Dubbing
Rui Liu, Bhavin Jawade, Haoqi Li +4
Dubbing quality control requires a reference-free judge that can determine whether a candidate text line matches a speaker's visible articulation in both content and timing, using…
Louder, Longer, Livelier: Acoustic Shortcuts and Underspecified Rationales in Speech LLM Judges
Mingyue Huo, Shivam Mehta, Bhavin Jawade +2
LLM-as-a-judge is widely used for evaluating text, but extending this paradigm to speech requires models to interpret acoustic as well as linguistic evidence. This introduces a mod…
SpeechCritic: Learning a Diagnostic Speech Judge from Limited Human Preferences
Mingyue Huo, Shivam Mehta, Bhavin Jawade +2
Human speech conveys rich perceptual information, such as emotion and speaker identity, yet most automatic speech quality judges reduce it to a single naturalness score. We study d…
TQLite: Multi-LLM Jury Guided Distillation for Real-time MQM Translation Quality Evaluation
Bhavin Jawade, Cameron R. Wolfe
Large language models (LLMs) have demonstrated impressive performance in MQM-based translation quality (TQ) evaluation, and recent advances in large reasoning models (LRMs) promise…
LLM Augmented Intervenable Multimodal Adaptor for Post-operative Complication Prediction in Lung Cancer Surgery
Shubham Pandey, Bhavin Jawade, Srirangaraj Setlur +2
Postoperative complications remain a critical concern in clinical practice, adversely affecting patient outcomes and contributing to rising healthcare costs. We present MIRACLE, a…