Author

Bryan Catanzaro

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#natural language process... Preprint Sep 2026

IndicFDB: Benchmarking Full-Duplex Voice Agents across Indian Languages

This work addresses three challenges: finding conversational events in multilingual speech, evaluating their timing without reliable word-level alignment, and judging responses across languages with IndicFDB, which extends it to ten languages spoken in India with 12,350 samples.

Rajarshi Roy, Shobhit Banga, Jonathan Raiman et al. · 1 citation

Jul 2026

SOAP, Muon, and Beyond: Pushing LLM Pretraining Scales

This work adapt and enhance preconditioned gradient methods to overcome the practical challenges of large-scale LLM pretraining and proposes algorithmic modifications including per-step QR orthogonalization and improved preconditioning strategies to enable stable training in these regimes.

Mikail Khona, Aditya Vavre, Boxiang Wang et al. · arXiv.org · 0 citations