5 citations · 7 across the 3 of their papers we have counts for
10 papers
STC speaker recognition systems for the NIST SRE 2021
Anastasia Avdeeva, Aleksei Gusev, Igor Korsunov +9
This paper presents a description of STC Ltd. systems submitted to the NIST 2021 Speaker Recognition Evaluation for both fixed and open training conditions. These systems consists…
Post-training deep neural network pruning via layer-wise calibration
Ivan Lazarevich, Alexander Kozlov, Nikita Malinin
We present a post-training weight pruning method for deep neural networks that achieves accuracy levels tolerable for the production setting and that is sufficiently fast to be run…
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances
Aleksei Gusev, Vladimir Volokhov, Tseren Andzhukaev +11
Speaker recognition systems based on deep speaker embeddings have achieved significant performance in controlled conditions according to the results obtained for early NIST SRE (Sp…
Neural Network Compression Framework for fast model inference
Alexander Kozlov, Ivan Lazarevich, Vasily Shamporov +2
In this work we present a new framework for neural networks compression with fine-tuning, which we called Neural Network Compression Framework (NNCF). It leverages recent advances…
Lightweight Network Architecture for Real-Time Action Recognition
Alexander Kozlov, Vadim Andronov, Yana Gritsenko
In this work we present a new efficient approach to Human Action Recognition called Video Transformer Network (VTN). It leverages the latest advances in Computer Vision and Natural…
STC Speaker Recognition Systems for the VOiCES From a Distance Challenge
Sergey Novoselov, Aleksei Gusev, Artem Ivanov +5
This paper presents the Speech Technology Center (STC) speaker recognition (SR) systems submitted to the VOiCES From a Distance challenge 2019. The challenge's SR task is focused o…