Научные руководители
Карпов Алексей Анатольевичдоктор технических наук, доцент karpov@itmo.ru Структурное подразделение: факультет информационных технологий и программирования Должность: профессор (квалификационная категория " ординарный профессор") Профиль: 05.13.11 - Математическое и программное обеспечение вычислительных машин, комплексов и компьютерных сетей 05.13.17 - Теоретические основы информатики 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 |
| 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 |
| 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 |
| 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 | 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 | Scopus, ВАК, РИНЦ |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 | 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., 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 |
| 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 |
| 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 |
| 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 | Scopus, ВАК, РИНЦ |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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, 2019, Vol. 42, No. 2/W12, pp. 97-101 | 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 |
| 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, 2019, Vol. 42, No. 2/W12, pp. 179-183 | 2019 | Scopus, Web of Science |
| 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 |
| 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 |
| 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., 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 |
| 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 of Multimodal User Interfaces, 2018, Vol. 12, No. 4, pp. 319-328 | 2018 | Scopus, Web of Science |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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, 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 | |
| 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 |
| Карпов А.А. Реализация автоматической системы многомодального распознавания речи по аудио- и видеоинформации // Автоматика и телемеханика -2014. - № 12. - С. 125-138 | 2014 | ВАК, РИНЦ |
| 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. 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 |