Научные руководители
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Карпов Алексей Анатольевичдоктор технических наук, профессор karpov@itmo.ru Структурное подразделение: факультет информационных технологий и программирования Должность: профессор (квалификационная категория "профессор практики") Профиль: 05.13.11 - Математическое и программное обеспечение вычислительных машин, комплексов и компьютерных сетей 05.13.17 - Теоретические основы информатики 2.3.5. - Математическое и программное обеспечение вычислительных систем, комплексов и компьютерных сетей 2.3.8. - Информатика и информационные процессы 1.2.1. - Искусственный интеллект и машинное обучение 1.2.3. - Теоретическая информатика, кибернетика 1.2.1 - Искусственный интеллект и машинное обучение Область интересов: Автоматическое распознавание и понимание речи, аудиовизуальная обработка речи (анализ и синтез), многомодальные человеко-машинные интерфейсы, ассистивные информационные технологии. Многомодальные речевые интерфейсы. Рабочий язык: Английский, Русский |
Публикации руководителя
| Выходные данные | Год | Индексирование в БД |
| Ryumina E., Ryumin D., Axyonov A., Ivanko D., Karpov A. Multi-corpus emotion recognition method based on cross-modal gated attention fusion//Pattern Recognition Letters, 2025, Vol. 190, pp. 192-200 | 2025 | Scopus, Web of Science, Белый список |
| Axyonov A., Ryumin D., Ivanko D., Kashevnik A., Karpov A. Audio-Visual Speech Recognition In-The-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-Based Method//2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, pp. 8195-8199 | 2024 | Scopus, Web of Science |
| Kosulin K., Karpov A. A Survey of Masked Face Recognition Methods and Corpora/Data//Springer Geography, 2024, Vol. F2317, pp. 27-37 | 2024 | Scopus |
| Ryumina E., Ryumin D., Karpov A. OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2024, pp. 3630-3631 | 2024 | Scopus, Web of Science |
| Ryumina E., Markitantov M., Ryumin D., Karpov A. Gated Siamese Fusion Network based on Multimodal Deep and Hand-Crafted Features for Personality Traits Assessment//Pattern Recognition Letters, 2024, Vol. 185, pp. 45-51 | 2024 | Scopus, Web of Science, Белый список |
| Двойникова А.А., Кагиров И.А., Карпов А.А. Метод распознавания сентимента и эмоций в транскрипциях русскоязычной речи с использованием машинного перевода [A method for recognition of sentiment and emotions in russian speech transcripts using machine translation] // Информатика и автоматизация [Informatics and Automation] -2024. - Т. 23. - № 4. - С. 1173-1198 | 2024 | RSCI, Scopus, Белый список, ВАК, РИНЦ |
| Dresvyanskiy D., Markitantov M., Yu J., Kaya H., Karpov A. Multi-modal Arousal and Valence Estimation under Noisy Conditions//2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024, pp. 4773-4783 | 2024 | Scopus, Web of Science |
| Ryumina E., Markitantov M., Ryumin D., Kaya H., Karpov A. Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion//2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024, pp. 4752-4760 | 2024 | Scopus, Web of Science |
| Ryumin D., Axyonov A., Ryumina E., Ivanko D., Kashevnik A., Karpov A. Audio-visual speech recognition based on regulated transformer and spatio-temporal fusion strategy for driver assistive systems//Expert Systems with Applications, 2024, Vol. 252, No. Part A, pp. 124159 | 2024 | Scopus, Web of Science, Белый список |
| Ryumina E., Markitantov M., Ryumin D., Karpov A. OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment//Expert Systems with Applications, 2024, Vol. 239, pp. 122441 | 2024 | Scopus, Web of Science, Белый список |
| Ivanko D., Ryumin D., Karpov A. A Review of Recent Advances on Deep Learning Methods for Audio-Visual Speech Recognition//Mathematics, 2023, Vol. 11, No. 12, pp. 2665 | 2023 | Scopus, Web of Science, Белый список |
| Riumina E.V., Karpov A.A. Impact of Visual Modalities in Multimodal Personality and Affective Computing//International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 2023, Vol. 48, No. 2/W3-2023, pp. 217–224 | 2023 | Scopus, Web of Science |
| Ivanko D., Ryumina E., Ryumin D., Axyonov A., Kashevnik A., Karpov A. EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2023, Vol. 14338, pp. 18-31 | 2023 | Scopus, Web of Science |
| Ryumina E., Ryumin D., Markitantov M., Kaya H., Karpov A. Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2023, pp. 4049-4053 | 2023 | Scopus, Web of Science |
| Karpov A., Dvoynikova A., Ryumina E. Intelligent Interfaces and Systems for Human-Computer Interaction//Lecture Notes in Networks and Systems, 2023, Vol. 776, pp. 3-13 | 2023 | Scopus, Web of Science |
| Ryumina E., Markitantov M., Karpov A. Multi-Corpus Learning for Audio–Visual Emotions and Sentiment Recognition//Mathematics, 2023, Vol. 11, No. 16, pp. 3519 | 2023 | Scopus, Web of Science, Белый список |
| Dvoynikova A., Karpov A. Bimodal sentiment and emotion classification with multi-head attention fusion of acoustic and linguistic information//Компьютерная лингвистика и интеллектуальные технологии = Computational Linguistics and Intellectual Technologies [Komp'juternaja Lingvistika i Intellektual'nye Tehnologii], 2023, No. 22, pp. 51-61 | 2023 | Scopus, ВАК |
| Аксёнов А., Рюмина Е.В., Рюмин Д., Иванько Д., Карпов А.А. Нейросетевой метод визуального распознавания голосовых команд водителя с использованием механизма внимания [Neural network-based method for visual recognition of driver's voice commands using attention mechanism] // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2023. - Т. 23. - № 4(146). - С. 767-775 | 2023 | RSCI, Scopus, Белый список, ВАК, РИНЦ |
| Ryumina E., Dresvyanskiy D., Karpov A. In Search of a Robust Facial Expressions Recognition Model: A Large-Scale Visual Cross-Corpus Study//Neurocomputing, 2022, Vol. 514, pp. 435-450 | 2022 | Scopus, Web of Science |
| Рюмина Е.В., Рюмин Д., Маркитантов М.В., Карпов А.А. Метод генерации обучающих данных для компьютерной системы обнаружения защитных масок на лицах людей [A method for generating training data for a protective face mask detection system] // Компьютерная оптика [Computer Optics] -2022. - Т. 46. - № 4. - С. 603-611 | 2022 | RSCI, Scopus, Web of Science, ВАК, РИНЦ |
| Markitantov M., Ryumina E., Ryumin D., Karpov A. Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2022, pp. 1756-1760 | 2022 | Scopus, Web of Science |
| Letenkov M.A., Iakovlev R.N., Markitantov M.V., Ryumin D.A., Saveliev A.I., Karpov A.A. Method for Generating Synthetic Images of Masked Human Faces//Научная визуализация [Scientific Visualization], 2022, Vol. 14, No. 2, pp. 1-17 | 2022 | Scopus, ВАК, РИНЦ |
| Dresvyanskiy D., Sinha Y., Busch M., Siegert I., Karpov A., Minker W. DyCoDa: A Multi-modal Data Collection of Multi-user Remote Survival Game Recordings//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022, Vol. 13721, pp. 163-177 | 2022 | Scopus, Web of Science |
| Аксёнов А., Рюмин Д., Кашевник А.М., Иванько Д., Карпов А.А. Метод визуального анализа лица водителя для автоматического чтения речи по губам при управлении транспортным средством [Method for visual analysis of driver's face for automatic lip-reading in the wild] // Компьютерная оптика [Computer Optics] -2022. - Т. 46. - № 6. - С. 955-962 | 2022 | RSCI, Scopus, Web of Science, ВАК, РИНЦ |
| Ivanko D., Kashevnik A., Ryumin D., Kitenko A., Axyonov A., Lashkov I., Karpov A. MIDriveSafely: Multimodal Interaction for Drive Safely//ACM International Conference Proceeding Series, 2022, pp. 733-735 | 2022 | Scopus, Web of Science |
| Ivanko D., Ryumin D., Kashevnik A., Axyonov A., Karpov A. Visual Speech Recognition in a Driver Assistance System//30th European Signal Processing Conference (EUSIPCO), 2022, pp. 1131-1135 | 2022 | Scopus, Web of Science |
| Летенков М.А., Яковлев Р.Н., Маркитантов М.В., Рюмин Д., Карпов А.А. Применение методов синтеза обучающих данных для распознавания частично скрытых лиц на изображениях // Известия высших учебных заведений. Приборостроение -2022. - Т. 65. - № 11. - С. 842-850 | 2022 | RSCI, ВАК, РИНЦ |
| Ivanko D., Ryumin D., Kashevnik A., Axyonov A., Kitenko A., Lashkov I., Karpov A. DAVIS: Driver's Audio-Visual Speech Recognition//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2022, pp. 1141-1142 | 2022 | Scopus, Web of Science |
| Двойникова А.А., Маркитантов М.В., Рюмина Е.В., Уздяев М.Ю., Величко А.Н., Рюмин Д., Ляксо Е.Е., Карпов А.А. Анализ информационного и математического обеспечения для распознавания аффективных состояний человека [Analysis of infoware and software for human affective states recognition] // Информатика и автоматизация [Informatics and Automation] -2022. - Т. 21. - № 6. - С. 1097-1144 | 2022 | RSCI, Scopus, ВАК, РИНЦ |
| Двойникова А.А., Кагиров И.А., Карпов А.А. Аналитический обзор методов автоматического распознавания вовлеченности пользователя в виртуальную коммуникацию [Analytical review of methods for automatic detection of user engagement in virtual communication] // Информационно-управляющие системы [Informatsionno-Upravliaiushchie Sistemy] -2022. - № 5(120). - С. 12-22 | 2022 | Scopus, ВАК, РИНЦ |
| Velichko A., Markitantov M., Kaya H., Karpov A. Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2022, pp. 4735-4739 | 2022 | Scopus, Web of Science |
| Dresvyanskiy D., Ryumina E., Kaya H., Markitantov M., Karpov A., Minker W. End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild//Multimodal Technologies and Interaction, 2022, Vol. 6, No. 2, pp. 11 | 2022 | Scopus, Web of Science |
| Dvoynikova A., Markitantov M., Ryumina E., Uzdiaev M., Velichko A., Kagirov I., Kipyatkova I., Lyakso E., Karpov A. An analysis of automatic techniques for recognizing human's affective states by speech and multimodal data//Proceedings of the 24th International Congress on Acoustics (ICA 2022), 2022, pp. 22-33 | 2022 | Scopus |
| Ivanko D., Ryumin D., Axyonov A., Kashevnik A., Karpov A. Multi-Speaker Audio-Visual Corpus RUSAVIC: Russian Audio-Visual Speech in Cars//13th International Conference on Language Resources and Evaluation, LREC 2022, 2022, pp. 1555-1559 | 2022 | Scopus, Web of Science |
| Косулин К.Э., Карпов А.А. Методы аудиовизуального распознавания людей в масках [Methods for audiovisual recognition of people in masks] // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2022. - Т. 22. - № 3(139). - С. 415-432 | 2022 | RSCI, Scopus, ВАК, РИНЦ |
| Mamontov D., Minker W., Karpov A. Self-Configuring Genetic Programming Feature Generation in Affect Recognition Tasks//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022, Vol. 13721, pp. 464-476 | 2022 | Scopus, Web of Science |
| Двойникова А.А., Мамонтов Д.Ю., Карпов А.А. Автоматическое определение эмоционального состояния участников предметных разговоров по транскрипциям речи // Альманах научных работ молодых ученых Университета ИТМО -2021. - Т. 3. - С. 63-68 | 2021 | РИНЦ |
| Ryumina E., Verkholyak O., Karpov A. Annotation Confidence vs. Training Sample Size: Trade-off Solution for Partially-Continuous Categorical Emotion Recognition//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2021, Vol. 6, pp. 3690-3694 | 2021 | Scopus, Web of Science |
| Двойникова А.А., Карпов А.А. Влияние обратного перевода на распознавание эмоций в транскрипциях спонтанной русской речи // Анализ разговорной русской речи (АРЗ-2021): труды девятого междисциплинарного семинара -2021. - С. 17-23 | 2021 | РИНЦ |
| Kashevnik A., Lashkov I., Axyonov A., Ivanko D., Ryumin D., Kolchin A., Karpov A. Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin//IEEE Access, 2021, Vol. 9, pp. 34986-35003 | 2021 | Scopus, Web of Science |
| Verkholyak O., Dvoynikova A., Karpov A. A Bimodal Approach for Speech Emotion Recognition using Audio and Text//Journal of Internet Services and Information Security, 2021, Vol. 11, No. 1, pp. 80-96 | 2021 | Scopus |
| Dresvyanskiy D., Siegert I., Karpov A., Minker W. Engagement Recognition Using Audio Channel Only//The Proceedings of "1st AI-DEbate Workshop : workshop establishing An InterDisciplinary pErspective on speech-BAsed TEchnology", 2021, pp. 19-22 | 2021 | |
| Ryumina E., Ryumin D., Ivanko D., Karpov A. A Novel Method for Protective Face Mask Detection Using Convolutional Neural Networks and Image Histograms//International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 2021, Vol. 54, No. 2/W1, pp. 177–182 | 2021 | Scopus, Web of Science |
| Карпов А.А., Потапова Р.К., Потапов В.В. XXII Международная конференция SPECOM-2020 “Речь и компьютер" // Известия Российской академии наук. Серия литературы и языка -2021. - Т. 80. - № 2. - С. 107-115 | 2021 | RSCI, ВАК, РИНЦ |
| Двойникова А.А., Маркитантов М.В., Рюмина Е.В., Рюмин Д., Карпов А.А. Аналитический обзор аудиовизуальных систем для определения средств индивидуальной защиты на лице человека [Analytical review of audiovisual systems for determining personal protective equipment on a person's face] // Информатика и автоматизация [Informatics and Automation] -2021. - Т. 20. - № 5. - С. 1116-1152 | 2021 | RSCI, Scopus, ВАК, РИНЦ |
| Рюмин Д., Кагиров И.А., Аксёнов А., Карпов А.А. Аналитический обзор моделей и методов автоматического распознавания жестов и жестовых языков [Analytical review of models and methods for automatic recognition of gestures and sign languages] // Информационно-управляющие системы [Informatsionno-Upravliaiushchie Sistemy] -2021. - № 6(115). - С. 10-20 | 2021 | Scopus, ВАК, РИНЦ |
| Verkholyak O., Dresvyanskiy D., Dvoynikova A., Kotov D., Ryumina E., Velichko A., Mamontov D., Minker W., Karpov A. Ensemble-within-ensemble classification for escalation prediction from speech//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2021, Vol. 6, pp. 4321-4325 | 2021 | Scopus, Web of Science |
| Ivanko D., Ryumin D., Kipyatkova I., Axyonov A., Karpov A. Lip-reading Using Pixel-Based and Geometry-based Features for Multimodal Human-robot Interfaces//Smart Innovation, Systems and Technologies, 2020, Vol. 154, pp. 477-486 | 2020 | Scopus, Web of Science |
| Dvoynikova A., Verkholyak O., Karpov A. Analytical review of methods for identifying emotions in text data//CEUR Workshop Proceedings, 2020, Vol. 2552, pp. 8-21 | 2020 | Scopus |
| Рюмина Е.В., Карпов А.А. Аналитический обзор методов распознавания эмоций по выражениям лица человека [Analytical review of methods for emotion recognition by human face expressions] // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2020. - Т. 20. - № 2(126). - С. 163-176 | 2020 | RSCI, Scopus, ВАК, РИНЦ |
| Akhtiamov O., Siegert I., Karpov A., Minker W. Using complexity-identical human-and machine-directed utterances to investigate addressee detection for spoken dialogue systems//Sensors, 2020, Vol. 20, No. 9, pp. 2740 | 2020 | Scopus, Web of Science |
| Кагиров И.А., Рюмин Д., Аксёнов А., Карпов А.А. Мультимедийная база данных жестов русского жестового языка в трехмерном формате [Multimedia database of russian sign language items in 3d] // Вопросы языкознания [Voprosy Jazykoznanija] -2020. - № 1. - С. 104-123 | 2020 | RSCI, Scopus, Web of Science, ВАК, РИНЦ |
| Двойникова А.А., Верхоляк О.В., Карпов А.А. Сентимент-анализ разговорной речи при помощи метода, основанного на тональных словарях // Альманах научных работ молодых ученых Университета ИТМО -2020. - Т. 3. - С. 75-80 | 2020 | РИНЦ |
| Двойникова А.А., Карпов А.А. Аналитический обзор подходов к распознаванию тональности русскоязычных текстовых данных [Analytical review of approaches to Russian text sentiment recognition] // Информационно-управляющие системы [Informatsionno-Upravliaiushchie Sistemy] -2020. - № 4(107). - С. 20-30 | 2020 | Scopus, ВАК, РИНЦ |
| Dvoynikova A., Verkholyak O., Karpov A. Emotion Recognition and Sentiment Analysis of Extemporaneous Speech Transcriptions in Russian//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, Vol. 12335 LNAI, pp. 136–144 | 2020 | Scopus, Web of Science |
| Kagirov I., Karpov A., Kipyatkova I.S., Klyuzhev K., Kudryavcev I.V., Ryumin D. Lower Limbs Exoskeleton Control System Based on Intelligent Human-Machine Interface//Studies in Computational Intelligence, 2020, Vol. 868, pp. 457-466 | 2020 | Scopus, Web of Science |
| Ivanko D., Ryumin D., Karpov A. An experimental analysis of different approaches to audio–visual speech recognition and lip-reading//Smart Innovation, Systems and Technologies, 2020, Vol. 187, pp. 197-209 | 2020 | Scopus, Web of Science |
| Ryumin D., Kagirov I., Axyonov A., Pavlyuk N., Saveliev A., Kipyatkova I., Zelezny M., Mporas I., Karpov A. A Multimodal User Interface for an Assistive Robotic Shopping Cart//Electronics, 2020, Vol. 9, No. 12, pp. 2093 | 2020 | Scopus, Web of Science |
| Рюмина Е.В., Карпов А.А. Сравнительный анализ методов устранения дисбаланса классов эмоций в видеоданных выражений лиц [Comparative analysis of methods for imbalance elimination of emotion classes in video data of facial expressions] // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2020. - Т. 20. - № 5(129). - С. 683–691 | 2020 | RSCI, Scopus, ВАК, РИНЦ |
| Ryumina E., Karpov A. Facial expression recognition using distance importance scores between facial landmarks//CEUR Workshop Proceedings, 2020, Vol. 2744 | 2020 | Scopus |
| Ryumin D., Ivanko D., Kagirov I., Axyonov A., Karpov A.A. Vision-Based Assistive Systems for Deaf and Hearing Impaired People//Intelligent Systems Reference Library, 2020, Vol. 175, pp. 197-223 | 2020 | Scopus, Web of Science |
| Kagirov I., Ivanko D., Ryumin D., Axyonov A., Karpov A. TheRuSLan: Database of Russian Sign Language//Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), 2020, pp. 6079-6085 | 2020 | Scopus |
| Markitantov M., Dresvyanskiy D., Mamontov D., Kaya H., Minker W., Karpov A. Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2020, pp. 2072-2076 | 2020 | Scopus, Web of Science |
| Kaya H., Verkholyak O., Markitantov M., Karpov A. Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds//ICMI 2020 Companion - Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020, pp. 509-513 | 2020 | Scopus, Web of Science |
| Аксёнов А., Иванько Д., Лашков И.Б., Рюмин Д., Кашевник А.М., Карпов А.А. Методика создания многомодального корпуса для аудиовизуального распознавания речи в ассистивных транспортных системах // Информатизация и связь -2020. - № 5. - С. 87-93 | 2020 | ВАК, РИНЦ |
| Маркитантов М.В., Карпов А.А. Автоматическое распознавание пола и возраста человека с помощью нейронных сетей с временной задержкой на основе акустических признаков // Труды Всероссийской акустической конференции: материалы III Всероссийской конференции (Санкт-Петербург, 21–25сентября 2020г.) -2020. - С. 374-380 | 2020 | РИНЦ |
| Kashevnik A., Lashkov I., Ryumin D., Karpov A. Smartphone-based driver support in vehicle cabin: Human-computer interaction interface//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11659 LNAI, pp. 129-138 | 2019 | Scopus, Web of Science |
| Маркитантов М.В., Карпов А.А. Автоматическое распознавание возраста и пола диктора на основе глубоких нейронных сетей // Информационно-измерительные и управляющие системы -2019. - Т. 17. - № 5. - С. 76-83 | 2019 | ВАК, РИНЦ |
| Федотов Д.В., Верхоляк О.В., Карпов А.А. Контекстное непрерывное распознавание эмоций в русской речи с использованием рекуррентных нейронных сетей // Анализ разговорной русской речи (АРЗ-2019): труды восьмого междисциплинарного семинара -2019. - С. 96-99 | 2019 | РИНЦ |
| Verkholyak O.V., Kaya H., Karpov A.A. Modeling short-term and long-term dependencies of the speech signal for paralinguistic emotion classification//Труды СПИИРАН [SPIIRAS Proceedings], 2019, Vol. 18, No. 1(62), pp. 30-56 | 2019 | Scopus, ВАК, РИНЦ |
| Иванько Д., Рюмин Д., Карпов А.А., Железны М. Исследование влияния высокоскоростных видеоданных на точность распознавания аудиовизуальной речи [Measuring the effect of high-speed video data on the audio-visual speech recognition accuracy] // Информационно-управляющие системы [Informatsionno-Upravliaiushchie Sistemy] -2019. - № 2(99). - С. 26-34 | 2019 | Scopus, ВАК, РИНЦ |
| Akhtiamov O., Siegert I., Karpov A., Minker W. Cross-Corpus Data Augmentation for Acoustic Addressee Detection//20th Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2019, 2019, pp. 274-283 | 2019 | Scopus, Web of Science |
| Ryumin D., Kagirov I., Ivanko D.V., Axyonov A., Karpov A.A. Automatic Detection and Recognition of 3D Manual Gestures for Human-machine Interaction//International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 2019, Vol. 42, No. 2/W12, pp. 179-183 | 2019 | Scopus, Web of Science |
| Ryumin D., Ivanko D.V., Axyonov A., Kagirov I., Karpov A.A., Zelezny M. Human-Robot Interaction with Smart Shopping Trolley using Sign Language: Data Сollection//IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019, 2019, pp. 949-954 | 2019 | Scopus, Web of Science |
| Verkholyak O., Fedotov D., Kaya H., Zhang Y., Karpov A. Hierarchical Two-level Modelling of Emotional States in Spoken Dialog Systems//ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2019, pp. 6700-6704 | 2019 | Scopus, Web of Science |
| Fedotov D., Kim B., Karpov A., Minker W. Time-Continuous Emotion Recognition Using Spectrogram Based CNN-RNN Modelling//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11658, pp. 93-102 | 2019 | Scopus, Web of Science |
| Рюмин Д., Аксёнов А., Карпов А.А. Автоматическое обнаружение лиц для человеко-машинного взаимодействия // Альманах научных работ молодых ученых Университета ИТМО -2019. - Т. 3. - С. 33-37 | 2019 | РИНЦ |
| Ivanko D., Ryumin D., Karpov A.A. Automatic Lip-Reading of Hearing Impaired People//International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 2019, Vol. 42, No. 2/W12, pp. 97-101 | 2019 | Scopus, Web of Science |
| Кагиров И.А., Карпов А.А., Кипяткова И.С., Клюжев К., Кудрявцев А.И., Кудрявцев И.А., Рюмин Д.А. Интеллектуальный интерфейс для управления роботизированным медицинским экзоскелетом нижних конечностей Remotion [Intellectual interface to control a robotic medical exoskeleton of the lower limbs «remotion»] // Авиакосмическая и экологическая медицина [Aviakosmicheskaya i Ekologicheskaya Meditsina] -2019. - Т. 53. - № 5. - С. 92-98 | 2019 | RSCI, Scopus, ВАК, РИНЦ |
| Verkholyak O., Karpov A. Combined Feature Representation for Emotion Classification from Russian Speech//Communications in Computer and Information Science, 2018, Vol. 789, pp. 68-73 | 2018 | Scopus, Web of Science |
| Pugachev A., Akhtiamov O., Karpov A., Minker W. Deep Learning for Acoustic Addressee Detection in Spoken Dialogue Systems//Communications in Computer and Information Science, 2018, Vol. 789, pp. 45-53 | 2018 | Scopus, Web of Science |
| Ivanko D., Karpov A.A., Fedotov D., Kipyatkova I., Ryumin D., Ivanko D., Minker W., Zelezny M. Multimodal speech recognition: increasing accuracy using high speed video data//Journal on Multimodal User Interfaces, 2018, Vol. 12, No. 4, pp. 319-328 | 2018 | Scopus, Web of Science |
| Hlavac M., Gruber I., Zhelezny M., Karpov A. LipsID using 3D Convolutional Neural Networks//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 11096, pp. 209-214 | 2018 | Scopus, Web of Science |
| Грубер И., Карпов А.А. ResNet vs DenseNet: comparison of the state-of-the-art architectures for face classification // Альманах научных работ молодых ученых Университета ИТМО -2018. - Т. 2. - С. 184-187 | 2018 | РИНЦ |
| Главач М., Карпов А.А. LipsID detection with CNN // Альманах научных работ молодых ученых Университета ИТМО -2018. - Т. 2. - С. 171-173 | 2018 | РИНЦ |
| Markovnikov N., Kipyatkova I., Karpov A., Filchenkov A. Deep neural networks in Russian speech recognition//Communications in Computer and Information Science, 2018, Vol. 789, pp. 54-67 | 2018 | Scopus, Web of Science |
| Kaya H., Fedotov D., Yesilkanat A., Verkholyak O., Zhang Y., Karpov A. LSTM based Cross-corpus and Cross-task Acoustic Emotion Recognition//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2018, pp. 521-525 | 2018 | Scopus, Web of Science |
| Gruber I., Ryumin D., Hruz M., Karpov A. Sign Language Numeral Gestures Recognition using Convolutional Neural Network//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 11097, pp. 70-77 | 2018 | Scopus, Web of Science |
| Velichko A., Budkov V., Kagirov I., Karpov A.A. Comparative Analysis of Classification Methods for Automatic Deception Detection in Speech//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 11096, pp. 737-746 | 2018 | Scopus, Web of Science |
| Маркитантов М.В., Карпов А.А. Аналитический обзор подходов к автоматическому распознаванию возраста диктора по голосу // Информационные технологии в управлении (ИТУ-2018): материалы 11-й конференции по проблемам управления (Санкт-Петербург, 2-4 октября 2018г.) -2018. - С. 539-542 | 2018 | РИНЦ |
| Vatamaniuk I.V., Budkov V.Y., Kipyatkova I.S., Karpov A. Methods and Algorithms of Audio-Video Signal Processing for Analysis of Indoor Human Activity//Intelligent Systems Reference Library, 2018, Vol. 136, pp. 139-173 | 2018 | Scopus, Web of Science |
| Иванько Д., Федотов Д.В., Карпов А.А. Повышение точности автоматического распознавания визуальной русской речи: оптимизация виземных классов // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2018. - Т. 18. - № 2(114). - С. 346-349 | 2018 | ВАК, РИНЦ |
| Ryumin D., Karpov A.A. Towards Automatic Recognition of Sign Language Gestures Using Kinect 2.0//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017, Vol. 10278, pp. 89-101 | 2017 | Scopus, Web of Science |
| Akhtiamov O., Ubskii D., Feldina E., Pugachev A., Karpov A., Minker W. Are you addressing me? Multimodal addressee detection in human-human-computer conversations//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017, Vol. 10458, pp. 152–161 | 2017 | Scopus, Web of Science |
| Kaya H., Ali Salah A., Karpov A., Frolova O., Grigorev A., Lyakso E.E. Emotion, age, and gender classification in children’s speech by humans and machines//Computer Speech and Language, 2017, Vol. 46, pp. 268-283 | 2017 | Scopus, Web of Science |
| Gruber I., Hlavac M., Zelezny M., Karpov A. Facing Face Recognition with ResNet: Round One//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017, Vol. 10459, pp. 67-74 | 2017 | Scopus, Web of Science |
| Hlavac M., Gruber I., Zelezny M., Karpov A. Semi-automatic Facial Key-point Dataset Creation//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017, Vol. 10458, pp. 662–668 | 2017 | Scopus, Web of Science |
| Ivanko D., Karpov A., Ryumin D., Kipyatkova I.S., Saveliev A., Budkov V., Ivanko D., Zelezny M. Using a High-Speed Video Camera for Robust Audio-Visual Speech Recognition in Acoustically Noisy Conditions//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017, Vol. 10458, pp. 757-766 | 2017 | Scopus, Web of Science |
| Ryumin D., Karpov A. Parametric representation of the speaker’s lips for multimodal sign language and speech recognition//International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 2017, Vol. 42-2, No. 4, pp. 155-161 | 2017 | Scopus, Web of Science |
| Akhtiamov O., Sidorov M., Karpov A., Minker W. Speech and text analysis for multimodal addressee detection in human-human-computer interaction//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2017, pp. 2521-2525 | 2017 | Scopus, Web of Science |
| Kaya H., Karpov A.A. Introducing Weighted Kernel Classifiers for Handling Imbalanced Paralinguistic Corpora: Snoring, Addressee and Cold//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2017, pp. 3527-3531 | 2017 | Scopus, Web of Science |
| Karpov A., Ronzhin A.L., Kipyatkova I.S., Ronzhin A., Verkhodanova V.O., Saveliev A., Zelezny M. Bimodal Speech Recognition Fusing Audio-Visual Modalities//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9732, pp. 170-179 | 2016 | Scopus |
| Иванько Д., Карпов А.А. Применение высокоскоростной камеры в задачах человеко-машинного взаимодействия // Информационные технологии в управлении (ИТУ-2016): материалы 9-й конференции по проблемам управления (Санкт-Петербург, 4-6октября 2016г.) -2016. - С. 801-806 | 2016 | РИНЦ |
| Рюмин Д., Карпов А.А. Автоматизированная система распознавания отдельных жестов рук с применением сенсора Kinect // Информационные технологии в управлении (ИТУ-2016): материалы 9-й конференции по проблемам управления (Санкт-Петербург, 4-6октября 2016г.) -2016. - С. 838-846 | 2016 | РИНЦ |
| Рюмин Д., Карпов А.А. Алгоритм выделения рук человека на изображениях с сенсора Kinect // Альманах научных работ молодых ученых Университета ИТМО -2016. - Т. 4. - С. 249-252 | 2016 | РИНЦ |
| Verkhodanova V.O., Ronzhin A., Kipyatkova I.S., Ivanko D.V., Karpov A.A., Zhelezny M. HAVRUS Corpus: High-Speed Recordings of Audio-Visual Russian Speech//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9811, pp. 338-345 | 2016 | Scopus, Web of Science |
| Kipyatkova I., Karpov A. Language Models with RNNs for Rescoring Hypotheses of Russian ASR//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9719, pp. 418-425 | 2016 | Scopus, Web of Science |
| Карпов А.А., Кайа Х., Салах А. Актуальные задачи и достижения систем паралингвистического анализа речи // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2016. - Т. 16. - № 4(104). - С. 581–592 | 2016 | ВАК, РИНЦ |
| Kaya H., Karpov A.A., Ali Salah A. Robust Acoustic Emotion Recognition based on Cascaded Normalization and Extreme Learning Machines//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9719, pp. 115-123 | 2016 | Scopus, Web of Science |
| Kipyatkova I.S., Karpov A.A. Dnn-based acoustic modeling for Russian speech recognition using Kaldi//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9811, pp. 246-253 | 2016 | Scopus, Web of Science |
| Gruber I., Hlavac M., Hruz M., Zelezny M., Karpov A.A. An Analysis of Visual Faces Datasets//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9812, pp. 18-26 | 2016 | Scopus, Web of Science |
| Ronzhin A., Basov O.O., Motienko A.I., Karpov A.A., Mikhailov Y.V., Zelezny M. Multimodal information coding system for wearable devices of advanced uniform//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2016, Vol. 9734, pp. 539-545 | 2016 | Scopus, Web of Science |
| Иванько Д., Карпов А.А. Анализ перспектив применения высокоскоростных камер для распознавания динамической информации [An analysis of perspectives for using high-speed cameras in processing dynamic video information] // Труды СПИИРАН [SPIIRAS Proceedings] -2016. - № 1(44). - С. 98-113 | 2016 | Scopus, ВАК, РИНЦ |
| Иванько Д., Кипяткова И.С., Ронжин А.Л., Карпов А.А. Анализ методов многомодального объединения информации для аудиовизуального распознавания речи // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2016. - Т. 16. - № 3(103). - С. 387-401 | 2016 | ВАК, РИНЦ |
| Kaya H., Karpov A., Ali Salah A. Fisher Vectors with Cascaded Normalization for Paralinguistic Analysis//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2015, pp. 909-913 | 2015 | Scopus, Web of Science |
| Kipyatkova I., Karpov A. A Comparison of RNN LM and FLM for Russian Speech Recognition//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, Vol. 9319, pp. 42-50 | 2015 | Scopus, Web of Science |
| Lyakso E., Frolova O., Dmitrieva E., Grigorev A., Kaya H., Ali Salah A., Karpov A. EmoChildRu: Emotional Child Russian Speech Corpus//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, Vol. 9319, pp. 144-152 | 2015 | Scopus, Web of Science |
| Kipyatkova I.S., Karpov A.A. Recurrent neural network-based language modeling for an automatic Russian speech recognition system//Proceedings of Artificial Intelligence and Natural Language and Information Extraction, Social Media and Web Search FRUCT Conference, AINL-ISMW FRUCT 2015, 2015, pp. 33-38 | 2015 | Scopus, Web of Science |
| Карпов А.А. 4-й Международный семинар по речевым технологиям для малоресурсных языков SLTU-2014 [4 th International workshop on spoken language technologies for under-resourced languages] // Вопросы языкознания [Voprosy Jazykoznanija] -2015. - № 2. - С. 150-152 | 2015 | Scopus, ВАК, РИНЦ |
| Карпов А.А., Верходанова В.О. Речевые технологии для малоресурсных языков мира [Speech technologies for under-resourced languages of the world] // Вопросы языкознания [Voprosy Jazykoznanija] -2015. - № 2. - С. 117-135 | 2015 | Scopus, ВАК, РИНЦ |
| Karpov A.A., Ronzhin A.L., Kipyatkova I. Automatic Analysis of Speech and Acoustic Events for Ambient Assisted Living//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, Vol. 9176, pp. 455-463 | 2015 | Scopus, Web of Science |
| Ronzhin A.L., Karpov A.A. A Software System for the Audiovisual Monitoring of an Intelligent Meeting Room in Support of Scientific and Education Activities//Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications), 2015, Vol. 25, No. 2, pp. 237–254 | 2015 | Scopus, ВАК, РИНЦ |
| Kipyatkova I.S., Verkhodanova V.O., Karpov A. Rescoring N-Best Lists for Russian Speech Recognition using Factored Language Models//4th Workshop on Spoken Language Technologies for Under-resourced languages, SLTU 2014, 2014, pp. 81-86 | 2014 | |
| Karpov A. An Automatic Multimodal Speech Recognition System with Audio and Video Information//Automation and Remote Control, 2014, Vol. 75, No. 12, pp. 2190-2200 | 2014 | Scopus, Web of Science |
| Kipyatkova I., Karpov A. Study of Morphological Factors of Factored Language Models for Russian ASR//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, Vol. 8773, No. LNAI, pp. 451-458 | 2014 | Scopus, Web of Science |
| Karpov A.A., Akarun L., Yalcin H., Ronzhin A., Demiroz B., Coban A., Zelezny M. Audio-Visual Signal Processing in a Multimodal Assisted Living Environment//Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2014, pp. 1023-1027 | 2014 | Scopus, Web of Science |
| Karpov A., Kipyatkova I., Zelezny M. A Framework for Recording Audio-Visual Speech Corpora with a Microphone and a High-Speed Camera//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, Vol. 8773, No. LNAI, pp. 50-57 | 2014 | Scopus, Web of Science |
| Karpov A., Ronzhin A. A Universal Assistive Technology with Multimodal Input and Multimedia Output Interfaces//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, Vol. 8513, pp. 369-378 | 2014 | Scopus |
| Карпов А.А. Реализация автоматической системы многомодального распознавания речи по аудио- и видеоинформации // Автоматика и телемеханика -2014. - № 12. - С. 125-138 | 2014 | ВАК, РИНЦ |
| Карпов А.А., Zelezny M. Двуязычная многомодальная система для аудиовизуального синтеза речи и жестового языка по тексту // Научно-технический вестник информационных технологий, механики и оптики [Scientific and Technical Journal of Information Technologies, Mechanics and Optics] -2014. - № 5(93). - С. 92-98 | 2014 | ВАК, РИНЦ |