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Университет ИТМО

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Публикации

1. 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


2. 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


3. 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


4. 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


5. 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


6. 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


7. 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 // Proc. Odyssey 2020 The Speaker and Language Recognition Workshop - 2020, pp. 179-186


8. 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


9. 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


10. 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


11. 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


12. 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


13. Novoselov S.A., Sukhmel V.A., Sholokhov A., Pekhovsky T. EMPLOYMENT OF DTW-BASED HMM-GMM MULTI-SESSION TRAINING IN TEXTDEPENDENT SPEAKER VERIFICATION // Scientific and Technical Journal «Priborostroenie». - 2014. - Vol. 57. - № 2. - P. 77-84


14. 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


15. 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


16. 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


17. 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


18. Novoselov S.A., Sukhmel V.A., Sholokhov A., Pekhovsky T. EMPLOYMENT OF DTW-BASED HMM-GMM MULTI-SESSION TRAINING IN TEXTDEPENDENT SPEAKER VERIFICATION // Scientific and Technical Journal «Priborostroenie». - 2014. - Vol. 57. - № 2. - P. 77-84


19. 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


20. 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


21. 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


22. 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


23. 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


24. 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


25. 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


26. 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 // Proc. Odyssey 2020 The Speaker and Language Recognition Workshop - 2020, pp. 179-186


27. 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


28. 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


29. 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


30. 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


31. 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


32. 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


33. 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


34. 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


35. 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


36. 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


37. 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


38. 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