Author

Fyodor Minkin

View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint 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 domain-aware sampling method during fine-tuning to mitigate head-language dominance.

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

Preprint Aug 2026

Giga-Embeddings: Mixture-of-Experts Encoders for High-Throughput Text Embeddings

This work introduces Giga-Embeddings, a family of text embedding models designed to combine strong retrieval quality with efficient serving, and trains the compact model using a dimension-agnostic objective that aligns teacher and student similarity distributions.

Egor Kolodin, Egor Krasnoperov, Evgeniy Kosarev et al. · 0 citations