Новоселов Сергей Александрович

Статья

Novoselov S., Lavrentyeva G., Avdeeva A., Volokhov V., Khmelev N., Akulov A., Leonteva P. On the robustness of wav2vec 2.0 based speaker recognition systems. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023. pp. 3177-3181.

Статья

Присяч Т.Н., Хохлов Ю.Ю., Korenevsky M., Mitrofanov A., Timofeeva T.N., Mitrofanova M.M., Novoselov S.A., Romanenko A.N. STCON System for the CHiME-7 Challenge. International Workshop on Speech Processing in Everyday Environments (CHiME 2023). 2023. pp. 87-92.

Статья

Novoselov S., Volokhov V., Lavrentyeva G. Universal Speaker Recognition Encoders for Different Speech Segments Duration. 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2023. pp. 1-5.

Статья

Novoselov S., Lavrentyeva G., Volokhov V., Volkova M., Khmelev N., Akulov A. Investigation of Different Calibration Methods for Deep Speaker Embedding Based Verification Systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 14338. pp. 159-168.

Статья

Lavrentyeva G., Novoselov S., Volokhov V., Avdeeva A.S., Gusev A., Vinogradova A., Korsunov I., Kozlov A., Pekhovsky T., Shulipa A., Smirnov E., Galyuk V. STC speaker recognition systems for the NIST SRE 2021. Odyssey 2022: The Speaker and Language Recognition Workshop. 2022. pp. 1-11.

Учебник, учебное пособие

Методические указания к выполнению лабораторных работ по курсу "Распознавание диктора"

Статья

Gusev A., Vinogradova A., Novoselov S., Astapov S. SdSVC Challenge 2021: Tips and Tricks to Boost the Short-duration Speaker Verification System Performance. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2021. Vol. 3. pp. 2003-2007.

Статья

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.

Статья

Gusev A., Volokhov V., Andzhukaev T., Novoselov S., Lavrentyeva G., Volkova M., Gazizullina A., Shulipa A., Gorlanov A., Avdeeva A.S., Ivanov A., Kozlov A., Pekhovsky T., Matveev Y. Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances. Odyssey 2020: The Speaker and Language Recognition Workshop. 2020. pp. 179-186.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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. № 1-2. С. 22-33.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.

Статья

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.