Speech and Multimodal Interfaces Laboratory

Publications

2019

Fedotov D.V., Verkholyak O.V., Karpov A.A. Contextual continuous recognition of emotions in Russian speech using recurrent neural networks. Proceedings of the 8th Interdisciplinary Seminar “Analysis of Conversational Russian Speech” AR3-2019, St. Petersburg, St. Petersburg State University, 2019, pp. 96-99.

Ryumin D., Kagirov I., Ivanko D., Axyonov A., Karpov 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 42(2/W12), 2019, pp. 179-183.

Ivanko D., Ryumin D., Karpov A. Automatic lip-reading of hearing impaired people // International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 42(2/W12), 2019, pp. 97-101.

Kipyatkova I. LSTM-Based Language Models for Very Large Vocabulary Continuous Russian Speech Recognition System // Lecture Notes in Computer Science, Springer LNAI 11658, SPECOM 2019, 2019, pp. 219-226.

Markovnikov N., Kipyatkova I. Investigating Joint CTC-Attention Models for End-to-End Russian Speech Recognition // Lecture Notes in Computer Science, Springer LNAI 11658, SPECOM 2019, 2019, pp. 337-347.

Markitantov M., Verkholyak O. Automatic Recognition of Speaker Age and Gender Based on Deep Neural Networks // Lecture Notes in Computer Science, Springer LNAI 11658, SPECOM 2019, 2019, pp. 327-336.

Kagirov I., Ryumin D., Axyonov A. Method for Multimodal Recognition of One-Handed Sign Language Gestures Through 3D Convolution and LSTM Neural Networks // Lecture Notes in Computer Science, Springer LNAI 11658, SPECOM 2019, 2019, pp. 191-200.

Velichko A., Budkov V., Kagirov I., Karpov A. Applying Ensemble Learning Techniques and Neural Networks to Deceptive and Truthful Information Detection Task in the Flow of Speech // Studies in Computational Intelligence, Springer SCI 868, IDC 2019, pp. 457-466.

Kagirov I., Karpov A., Kipyatkova I., Klyuzhev K., Kudryavcev A., Kudryavcev I., Ryumin D. Lower Limbs Exoskeleton Control System Based on Intelligent Human-Machine Interface // Studies in Computational Intelligence, Springer SCI 868, IDC 2019, 2019, pp. 477-482.

Markovnikov N.M., Kipyatkova I.S. The study of methods for constructing coder-decoder models for recognizing Russian speech // Information Management Systems (Informatsionno-Upravliaiushchie Sistemy), No. 4, 2019, pp. 45–53.

Kagirov I.A., Karpov A.A., Kipyatkova I.S., Klyuzhev K.S., Kudryavtsev A.I., Kudryavtsev I.A., Ryumin D.A. Intelligent interface for controlling the robotic medical exoskeleton of the lower extremities Remotion // Aerospace and Environmental Medicine (Aviakosmicheskaia i Ekologicheskaia Meditsina), No. 5, 2019, pp. 92-98.

Kagirov I.A., Tolstoy I.M., Savelyev A.I., Karpov A.A. Gesture control of a collaborative robot // Robotics and technical cybernetics. vol. 7, No. 2, 2019, P. 139-144.

Kagirov I.A., Manueva Yu.S. Development of a predicate model for the selection of lexical meanings when translating into Russian sign language based on the semantic dictionary of VA Aces and automatic dialing systems “Dialing” // Scientific Bulletin of Nizhny Novgorod State Technical University, No. 1 (74), 2019, P. 41-60.

Markovnikov N.M., Kipyatkova I.S. The study of methods for constructing integrated recognition systems for Russian speech without extracting features. Proceedings of the 8th interdisciplinary seminar “Analysis of spoken Russian speech” AR3-2019, St. Petersburg, St. Petersburg State University, 2019, pp. 71-77.

Kagirov I.A. The project of the specialized corpora of the Russian sign language for use in human-machine interfaces. Proceedings of the 8th Interdisciplinary Seminar “Analysis of Conversational Russian Speech” AR3-2019, St. Petersburg, St. Petersburg State University, 2019, pp. 39-45.