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cs.CL2026
Preferences of a Voice-First Nation: Large-Scale Pairwise Evaluation and Preference Analysis for TTS in Indian Languages
Srija Anand, Ashwin Sankar, Ishvinder Sethi +10
Crowdsourced pairwise evaluation has emerged as a scalable approach for assessing foundation models. However, applying it to Text to Speech(TTS) introduces high variance due to lin…
cs.AI2026
The Price of Meaning: Why Every Semantic Memory System Forgets
Sambartha Ray Barman, Andrey Starenky, Sofia Bodnar +2
Every major AI memory system in production today organises information by meaning. That organisation enables generalisation, analogy, and conceptual retrieval -- but it comes at a…
q-bio.NC2026
The Geometry of Forgetting
Sambartha Ray Barman, Andrey Starenky, Sophia Bodnar +2
Why do we forget? Why do we remember things that never happened? The conventional answer points to biological hardware. We propose a different one: geometry. Here we show that high…