24 citations · 25 across the 7 of their papers we have counts for
8 papers
ReDimNet2: Scaling Speaker Verification via Time-Pooled Dimension Reshaping
Ivan Yakovlev, Anton Okhotnikov
We present ReDimNet2, an improved neural network architecture for extracting utterance-level speaker representations that builds upon the ReDimNet dimension-reshaping framework. Th…
Study on Inter and Intra Speaker Variability in Speaker Recognition
Anton Okhotnikov, Nikita Torgashov, Ivan Yakovlev +2
Optimization of a trade-off between the number of speakers and their temporal variability (or session diversity) is crucial for the development of a speaker recognition system toge…
Reshape Dimensions Network for Speaker Recognition
Ivan Yakovlev, Rostislav Makarov, Andrei Balykin +3
In this paper, we present Reshape Dimensions Network (ReDimNet), a novel neural network architecture for extracting utterance-level speaker representations. Our approach leverages…
LRPD: Large Replay Parallel Dataset
Ivan Yakovlev, Mikhail Melnikov, Nikita Bukhal +4
The latest research in the field of voice anti-spoofing (VAS) shows that deep neural networks (DNN) outperform classic approaches like GMM in the task of presentation attack detect…
The ID R&D VoxCeleb Speaker Recognition Challenge 2023 System Description
Nikita Torgashov, Rostislav Makarov, Ivan Yakovlev +3
This report describes ID R&D team submissions for Track 2 (open) to the VoxCeleb Speaker Recognition Challenge 2023 (VoxSRC-23). Our solution is based on the fusion of deep ResNets…
Algorithms for Length Spectra of Combinatorial Tori
Vincent Delecroix, Matthijs Ebbens, Francis Lazarus +1
Consider a weighted, undirected graph cellularly embedded on a topological surface. The function assigning to each free homotopy class of closed curves the length of a shortest cyc…
Contribution of -cylinder square-tiled surfaces to Masur-Veech volume of
Ivan Yakovlev
We find the generating function for the contributions of -cylinder square-tiled surfaces to the Masur-Veech volume of . It is a bivariate generalization of th…
Generating families on arboreal graphs
Ivan Yakovlev
The paper is devoted to the study of exact curves on Arborealized Liouville surfaces. We introduce the notion of a generating family for such curves. Our main statement is a hamilt…