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Srinivasan Parthasarathy

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#natural language process... Preprint Sep 2026

Fairness Beyond a Single Run: Training-Seed Variability in Speech LLM Adaptation

At 460 h of clean LibriSpeech, the seed moves fairness metrics more than compression does on most demographic axes, and a balanced 3x3 decomposition attributes 85.3% of the variation in Fair-Speech ethnicity normalized gap to the seed against 8.3% to compression.

Srishti Ginjala, E. Fosler-Lussier, Srinivasan Parthasarathy · 0 citations
Preprint Sep 2026

Diagnosing the Sources of Compositional Failure in Vision-Language Models: A Controlled Analysis

Vision-language models (VLMs) often struggle with compositional reasoning tasks, but the reasons for this underperformance remain unclear. A common hypothesis is that models struggle to integrate multiple components, leading to training interventions to improve compositional binding. However, this assumption has never...

Mona Gandhi, Cenk Merih Olcay, Kuan-Chieh Lo et al. · 0 citations
#natural language process... Preprint Sep 2026

Temporal Taxation Compounds Under Post-Training Compression of Whisper Models

It is shown that single-snapshot fairness audits on full-precision models do not capture the deployment-time burden that compression places on already-marginalized speakers, and cast the temporal-taxation construct of Choi and Choi (2025) as a quantitative metric.

Srishti Ginjala, E. Fosler-Lussier, Christopher W. Myers et al. · 0 citations

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