Lyakso E., Frolova O., Nikolaev A., Grechanyi S., Matveev A., Matveev Y., Makhnytkina O., Ruban N. Emotional State of Children with ASD and Intellectual Disabilities: Perceptual Experiment and Automatic Recognition by Video, Audio and Text Modalities. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2023. Vol. 14338. pp. 535-549.
МУЛЬТИМОДАЛЬНОЕ АВТОМАТИЧЕСКОЕ РАСПОЗНАВАНИЕ ЭМОЦИЙ ТИПИЧНО И АТИПИЧНО РАЗВИВАЮЩИХСЯ ДЕТЕЙ
Matveev A., Matveev Y., Frolova O., Nikolaev A., Lyakso E. A Neural Network Architecture for Children’s Audio–Visual Emotion Recognition. Mathematics. 2023. Vol. 11. No. 22. pp. 4573.
Методы и алгоритмы многомодального распознавания психоневрологических и эмоциональных состояний детей
Lyakso E., Frolova O., Ruban N., Mekala A., Joseph Raj A., Matveev A., Matveev Y. CNN based Emotion Detection in Cross Linguistic Children speech. Proceedings of the 24th International Congress on Acoustics (ICA 2022). 2022. pp. 10-17.
Matveev Y., Lyakso E., Matveev A., Frolova O., Grigorev A., Nikolaev A. Automatic Classification of the Emotional State of Atypically Developing Children. Proceedings of the 24th International Congress on Acoustics (ICA 2022). 2022. pp. 3-9.
Matveev Y., Makhnytkina O., Posokhov P., Matveev A., Skrylnikov S. Personalizing Hybrid-Based Dialogue Agents. Mathematics. 2022. Vol. 10. No. 24. pp. 4657.
Использование междисциплинарного кросс-культурного подхода для оценки речевого и эмоционального развития детей с РАС
Posokhov P., Apanasovich K., Matveeva A., Makhnytkina O., Matveev A. Personalizing dialogue agents for Russian: retrieve and refine. Proceedings of the 31st Conference of Open Innovations Association FRUCT. 2022. pp. 245-252.
Детекция эмоций в детской речи
Сравнительный анализ распознавания по речи состояния и возраста детей человеком и машиной
Lyakso E., Frolova O., Matveev A., Matveev Y., Grigorev A., Makhnytkina O., Ruban N. Recognition of the Emotional State of Children with Down Syndrome by Video, Audio and Text Modalities: Human and Automatic. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2022. Vol. 13721. pp. 438-450.
Posokhov P., Matveeva A., Makhnytkina O., Matveev A., Matveev Y. Personalizing Retrieval-Based Dialogue Agents. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2022. Vol. 13721. pp. 554-566.
Matveev Y., Matveev A., Frolova O., Lyakso E., Ruban N. Automatic Speech Emotion Recognition of Younger School Age Children. Mathematics. 2022. Vol. 10. No. 14. pp. 2373.
Bogoradnikova D., Makhnytkina O., Matveev A., Zakharova A., Akulov A. Multilingual sentiment analysis and toxicity detection for text messages in Russian. Proceedings of the 29th Conference of Open Innovations Association FRUCT. 2021. pp. 55-64.
Matveev Y., Matveev A., Frolova O., Lyakso E. Automatic Recognition of the Psychoneurological State of Children: Autism Spectrum Disorders, Down Syndrome, Typical Development. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2021. Vol. 12997. pp. 417–425.
Matveev A., Makhnytkina O., Matveev Y., Svischev A., Korobova P., Rybin A., Akulov A. Virtual Dialogue Assistant for Remote Exams. Mathematics. 2021. Vol. 9. No. 18. pp. 2229.
Makhnytkina O., Matveev A., Svischev A., Korobova P., Zubok D., Mamaev N., Tchirkovskii A. Conversational Question Generation in Russian. Proceedings of the 27th Conference of Open Innovations Association FRUCT. 2020. pp. 126-133.
Makhnytkina O., Matveev A., Bogoradnikova D., Lizunova I., Maltseva A., Shilkina N. Detection of toxic language in short text messages. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. Vol. 12335 LNAI. pp. 315-325.
Распознавание психоневрологического состояния детей по характеристикам их голоса и речи взрослыми и автоматически
Alexeev A., Kukharev G., Matveev Y.N., Matveev A. A Highly Efficient Neural Network Solution for Automated Detection of Pointer Meters with Different Analog Scales Operating in Different Conditions. Mathematics. 2020. Vol. 8. No. 7. pp. 1104.
Matveev A., Makhnytkina O., Lizunova I., Vinogradova T., Chirkovskii A., Svischev A., Mamaev N. A Virtual Dialogue Assistant for Conducting Remote Exams. Proceedings of the 26th Conference of Open Innovations Association FRUCT. 2020. pp. 284-290.
Разработка виртуального диалогового помощника для поддержки проведения дистанционного экзамена на основе аргументационного подхода и глубокого машинного обучения
Alexeev A., Matveev Y.N., Matveev A., Pavlenko D. Residual Learning for FC Kernels of Convolutional Network. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2019. Vol. 11728 LNCS. pp. 361-372.
Alexeev A., Matveev Y., Matveev A.I., Kukharev G., Almatarneh S. Detector of Small Objects with Application to the License Plate Symbols. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2019. Vol. 11506. pp. 533-544.
Российская Федерация, Санкт-Петербург
Российская Федерация, Санкт-Петербург