Публикации
2020
Рюмина Е.В., Карпов А.А. Аналитический обзор методов распознавания эмоций по выражениям лица человека // Научно-технический вестник информационных технологий, механики и оптики. 2020. Т. 20. № 2. С. 163–176.
Рюмин Д.А. Метод автоматического видеоанализа движений рук и распознавания жестов в человеко-машинных интерфейсах // Научно-технический вестник информационных технологий, механики и оптики. 2020. Т. 20. № 4. С. 525–531.
Рюмина Е.В., Карпов А.А. Сравнительный анализ методов устранения дисбаланса классов эмоций в видеоданных выражений лиц // Научно-технический вестник информационных технологий, механики и оптики. 2020. Т. 20. № 5. С. 683–691.
Гунделах Ф.В., Станкевич Л.А., Сонькин К.М., Нагорнова Ж.В., Шемякина Н.В. Применение интерфейсов «мозг-компьютер» в ассистивных технологиях // Труды СПИИРАН. 2020. Т. 19 (2). С. 277-301.
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Bakhshiev A., Korsakov A., Stankevich L. The Hierarchical Memory Based on Compartmental Spiking Neuron Model // Artificial General Intelligence. 2020. pp. 34-43.
Kagirov I., Ivanko D., Ryumin D., Axyonov A., Karpov A. TheRuSLan: Database of Russian Sign Language // Proceedings of the 12th Language Resources and Evaluation Conference LREC-2020. 2020. pp. 6079-6085.
Kipyatkova I., Karpov A. Class-based LSTM Russian Language Model with Linguistic Information // Proceedings of the 12th Conference on Language Resources and Evaluation LREC-2020. 2020. pp. 2470–2474.
Dvoynikova A., Verkholyak O., Karpov A. Emotion Recognition and Sentiment Analysis of Extemporaneous Speech Transcriptions in Russian // Lecture Notes in Computer Science, Springer LNAI 12335, SPECOM 2020. 2020. pp. 136-144.
Kipyatkova I., Markovnikov N. Experimenting with Attention Mechanisms in Joint CTC-Attention Models for Russian Speech Recognition // Lecture Notes in Computer Science, Springer LNAI 12335, SPECOM 2020. 2020. pp. 214–222.
Markitantov M. Transfer Learning in Speaker’s Age and Gender Recognition // Lecture Notes in Computer Science, Springer LNAI 12335, SPECOM 2020. 2020. pp. 326-335.
Ivanko D., Ryumin D., Karpov A. An Experimental Analysis of Different Approaches to Audio–Visual Speech Recognition and Lip-Reading // Proceedings of 15th International Conference on Electromechanics and Robotics "Zavalishin's Readings" ZR-2020. 2020. pp. 197-209.
Gundelakh F., Stankevich L., Kapralov N., Ekimovskii J. Cyber-Physical System Control Based on Brain-Computer Interface. In Proc. International Conference on Cyber-Physical Systems and Control CPS&C 2019. Lecture Notes in Networks and Systems, Springer. 2020. Vol. 95. 2020. pp. 458-469.
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Ryumina E., Karpov A. Facial Expression Recognition using Distance Importance Scores Between Facial Landmarks // CEUR Workshop Proceedings, 30th International Conference on Computer Graphics and Machine Vision GraphiCon-2020, vol. 2744, 2020, paper 32.
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Velichko A., Karpov A. A Study of Data Scarcity Problem for Automatic Detection of Deceptive Speech Utterances // CEUR Workshop Proceedings, 3rd International Conference on R. Piotrowski's Readings in Language Engineering and Applied Linguistics PRLEAL-2019, vol. 2552, 2020, pp. 38-46.
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Dvoynikova A., Verkholyak O., Karpov A. Analytical review of methods for identifying emotions in text data // CEUR Workshop Proceedings, 3rd International Conference on R. Piotrowski's Readings in Language Engineering and Applied Linguistics PRLEAL-2019, vol. 2552, 2020, pp. 8-21.
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