Author

A. Maximenko

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Jul 2026

GigaChat Audio: Time-aware Large Audio Language Model

This work presents a time-aware audio LLM that answers questions with explicit timestamps over up to 120 minutes of input using large-scale synthetic supervision from a cascaded pipeline and achieves strong temporal-grounding accuracy on short and long benchmarks.

Aleksandr Kutsakov, Mariia Sadovina, Georgi Gospodinov et al. · arXiv.org · 1 citation

Jul 2026

GigaAM Multilingual: Foundation Model for Underrepresented Languages

This work addresses the challenge of building robust foundation models for underrepresented Central Asian languages by presenting GigaAM Multilingual, a Conformer encoder pre-trained on 2M hours of audio using a HuBERT-style objective, and introduces a cluster-level data balancing strategy during pre-training and a dom...

Andrei Kuzmenko, A. Maximenko, Aleksandr Kutsakov et al. · arXiv.org · 0 citations