Georgii Gospodinov

2 articles on SOTA Papers

Time Markers Ground Audio Answers Across Two Hours

GigaChat Audio interleaves timestamp anchors with continuous audio tokens, reaching 65.2 mIoU on 20–40 minute grounding when trained with 7-second anchors.

Jul 30, 20265 min2607.10387

Balanced Pretraining Improves ASR for Central Asian Languages

A Conformer encoder trained on 2M hours uses cluster-level balancing and domain-aware fine-tuning to reduce head-language dominance.

Jul 28, 20264 min2607.10371