Search Results for author: Vladimir Volokhov

Found 5 papers, 0 papers with code

Universal speaker recognition encoders for different speech segments duration

no code implementations28 Oct 2022 Sergey Novoselov, Vladimir Volokhov, Galina Lavrentyeva

According to our observations systems trained on short speech segments are optimal for short phrase speaker verification and systems trained on long segments are superior for long segments verification.

Speaker Recognition Speaker Verification

Robust Speaker Recognition with Transformers Using wav2vec 2.0

no code implementations28 Mar 2022 Sergey Novoselov, Galina Lavrentyeva, Anastasia Avdeeva, Vladimir Volokhov, Aleksei Gusev

Recent advances in unsupervised speech representation learning discover new approaches and provide new state-of-the-art for diverse types of speech processing tasks.

Data Augmentation Representation Learning +2

Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances

no code implementations14 Feb 2020 Aleksei Gusev, Vladimir Volokhov, Tseren Andzhukaev, Sergey Novoselov, Galina Lavrentyeva, Marina Volkova, Alice Gazizullina, Andrey Shulipa, Artem Gorlanov, Anastasia Avdeeva, Artem Ivanov, Alexander Kozlov, Timur Pekhovsky, Yuri Matveev

Speaker recognition systems based on deep speaker embeddings have achieved significant performance in controlled conditions according to the results obtained for early NIST SRE (Speaker Recognition Evaluation) datasets.

Speaker Recognition Speaker Verification

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