Новоселов Сергей Александрович


кандидат технических наук
sanovoselov@itmo.ru

Профиль:
05.13.11 - Математическое и программное обеспечение вычислительных машин, комплексов и компьютерных сетей
05.13.17 - Теоретические основы информатики
05.13.18 - Математическое моделирование, численные методы и комплексы программ

Область интересов:
Распознавание дикторов по голосу, голосовая биометрия, голосовая идентификация и верификация, текстозависимая и текстонезависимая верифиация, распознавания языков, диаризация, детектирование речевой активности, антиспуфинг, оценка качества речевых сигналов, технологии для банковского сектора, защита информации, системы самообслуживания.
Рабочий язык:
Английский, Русский

Публикации руководителя
Выходные данные Год Индексирование в БД
Lavrentyeva G., Volkova M., Avdeeva A., Novoselov S., Gorlanov A., Andzukaev T., Ivanov A., Kozlov A. Blind speech signal quality estimation for speaker verification systems//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2020, pp. 1535-1539 2020 Scopus, Web of Science
Gusev A., Volokhov V., Vinogradova A., Andzhukaev T., Shulipa A., Novoselov S., Pekhovsky T., Kozlov A. STC-innovation Speaker Recognition Systems for Far-Field Speaker Verification Challenge 2020//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2020, pp. 3466-3470 2020 Scopus, Web of Science
Volkova M.V., Andzhukaev T., Lavrentyeva G., Novoselov S., Kozlov A. Light CNN Architecture Enhancement for Different Types Spoofing Attack Detection//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11658, pp. 520–529 2019 Scopus, Web of Science
Lavrentyeva G., Novoselov S., Volkova M.V., Matveev Y.N., De Marsiko M. Phonespoof: A New Dataset for Spoofing Attack Detection in Telephone Channel//ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2019, pp. 2572-2576 2019 Scopus, Web of Science
Novoselov S., Gusev A., Ivanov A., Pekhovsky T., Shulipa A., Lavrentyeva G., Volokhov V., Kozlov A. STC Speaker Recognition Systems for The VOiCES From a Distance Challenge//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2019, pp. 2443-2447 2019 Scopus, Web of Science
Novoselov S., Gusev A., Ivanov A., Pekhovsky T., Shulipa A., Avdeeva A.S., Gorlanov A., Kozlov A. Speaker Diarization with Deep Speaker Embeddings for DIHARD Challenge II//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2019, pp. 1003-1007 2019 Scopus, Web of Science
Lavrentyeva G., Novoselov S., Andzhukaev T., Volkova M., Gorlanov A., Kozlov A. STC Antispoofing Systems for the ASVspoof2019 Challenge//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2019, pp. 1033-1037 2019 Scopus, Web of Science
Лаврентьева Г.М., Новоселов С.А., Козлов А.В., Кудашев О.Ю., Щемелинин В.Л., Матвеев Ю.Н., Де Марсико М. Методы детектирования спуфинг-атак повторного воспроизведения на голосовые биометрические системы // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2018. - Т. 18. - № 3(115). - С. 428–436 2018 ВАК, РИНЦ
Novoselov S., Kudashev O., Shchemelinin V., Kremnev I., Lavrentyeva G. Deep CNN based feature extractor for text-prompted speaker recognition//2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, pp. 5334-5338 2018 Scopus, Web of Science
Novoselov S., Shchemelinin V., Shulipa A., Kozlov A., Kremnev I. Triplet loss based cosine similarity metric learning for text-independent speaker recognition//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2018, pp. 2242-2246 2018 Scopus, Web of Science
Novoselov S.A., Shulipa A., Kremnev I.A., Kozlov S., Shchemelinin V. On deep speaker embeddings for text-independent speaker recognition//ODYSSEY 2018, Speaker and Language Recognition Workshop, 2018, pp. 378-385 2018
Lavrentyeva G., Novoselov S., Malykh E., Kozlov A., Kudashev O., Shchemelinin V. Audio-replay attack detection countermeasures//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017, Vol. 10458, pp. 171-181 2017 Scopus, Web of Science
Щемелинин В.Л., Лаврентьева Г.М., Алсуфьев А.А., Новоселов С.А. Метод повышения эффективности идентификации диктора за счет использования мультисессионных голосовых моделей // Альманах научных работ молодых ученых Университета ИТМО -2017. - Т. 3. - С. 223-226 2017 РИНЦ
Malykh E., Novoselov S., Kudashev O. On residual cnn in text-dependent speaker verification task//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017, Vol. 10458, pp. 593-601 2017 Scopus, Web of Science
Smirnov E., Melnikov A., Novoselov S., Luckyanets E., Lavrentyeva G. Doppelganger Mining for Face Representation Learning//IEEE International Conference on Computer Vision Workshops (ICCVW 2017), 2017, pp. 1916-1923 2017 Scopus, Web of Science
Luckyanets E., Melnikov A., Kudashev O., Novoselov S., Lavrentyeva G. Bimodal Anti-Spoofing System for Mobile Security//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017, Vol. 10458, pp. 211-220 2017 Scopus, Web of Science
Lavrentyeva G., Novoselov S., Malykh E., Kozlov A., Kudashev O., Shchemelinin V. Audio replay attack detection with deep learning frameworks//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2017, pp. 82-86 2017 Scopus, Web of Science
Lavrentyeva G., Novoselov S., Simonchik K. Anti-spoofing methods for automatic speaker verification system//Communications in Computer and Information Science, 2017, Vol. 661, pp. 172-184 2017 Scopus, Web of Science
Новоселов С.А., Козлов А.В., Лаврентьева Г.М., Симончик К.К., Щемелинин В.Л. Противодействие спуфинг атакам на голосовые биометрические системы // Речевые технологии -2016. - № 1. - С. 22-33 2016
Pekhovsky T., Novoselov S., Sholohov A., Kudashev O. On autoencoders in the i-vector space for speaker recognition//Odyssey 2016: Speaker and Language Recognition Workshop, 2016, pp. 217-224 2016 Scopus
Shulipa A., Novoselov S., Melnikov A. Approaches for out-of-domain adaptation to improve speaker recognition performance//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9811, pp. 124-130 2016 Scopus, Web of Science
Kudashev O., Novoselov S., Pekhovsky T., Simonchik K., Lavrentyeva G. Usage of DNN in speaker recognition: advantages and problems//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9719, pp. 82-91 2016 Scopus, Web of Science
Shulipa A., Novoselov S., Matveev Y. Scores Calibration in Speaker Recognition Systems//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9811, pp. 596-603 2016 Scopus, Web of Science
Novoselov S., Kozlov A., Lavrentyeva G., Simonchik K., Shchemelinin V. STC anti-spoofing systems for the ASVspoof 2015 challenge//ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2016, pp. 5475-5479 2016 Scopus, Web of Science
Kudashev O., Novoselov S., Simonchik K., Kozlov A. A speaker recognition system for the SITW challenge//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2016, pp. 833-837 2016 Scopus, Web of Science
Simonchik K.K., Novoselov S., Lavrentyeva G. Comparative analysis of classifiers for automatic language recognition in spontaneous speech//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9811, pp. 174-181 2016 Scopus, Web of Science
Novoselov S., Pekhovsky T., Shulipa A., Kudashev O. PLDA-based System for Text-prompted Password Speaker Verification//AVSS 2015 - 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015, pp. 7301798 2015 Scopus, Web of Science
Shchemelinin V., Kozlov A., Lavrentyeva G., Novoselov S., Simonchik K. Vulnerability of Voice Verification System with STC Anti-spoofing Detector to Different Methods of Spoofing Attacks//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, Vol. 9319, pp. 480-486 2015 Scopus, Web of Science
Lavrentyeva G., Kozlov A., Novoselov S., Simonchik K., Shchemelinin V. Automatically Trained TTS for Effective Attacks to Anti-spoofing System//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, Vol. 9319, pp. 137-143 2015 Scopus, Web of Science
Novoselov S., Pekhovsky T., Kudashev O., Mendelev V., Prudnikov A. Non-linear PLDA for i-Vector Speaker Verification//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2015, pp. 214–218 2015 Scopus, Web of Science
Novoselov S.A., Pekhovsky T.S., Simonchik K.K., Shulipa A.K. RBM-PLDA subsystem for the NIST i-Vector Challenge//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2014, pp. 378-382 2014 Scopus, Web of Science
Новоселов С.А., Сухмель В.А., Шолохов А.В., Пеховский Т.С. Применение DTW-метода для мультисессионного обучения скрытых марковских моделей в задаче текстозависимой верификации диктора // Известия высших учебных заведений. Приборостроение -2014. - Т. 57. - № 2. - С. 77-84 2014 ВАК, РИНЦ
Novoselov S., Pekhovsky T.S., Shulipa A.K., Sholokhov A.V. Text-dependent GMM-JFA system for password based speaker verification//ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2014, pp. 729-733 2014 Scopus, Web of Science