Multimodal system for hands-free PC control. - Alexey Karpov 001; Andrey Ronzhin; Alexander Nechaev; Svetlana Chernakova (EUSIPCO, 2005)

Assistive multimodal system based on speech recognition and head tracking. - Andrey Ronzhin; Alexey Karpov 001 (EUSIPCO, 2005)

Speech Interface for Internet Service 'Yellow Pages'. - Alexey Karpov 001; Andrey Ronzhin (Intelligent Information Systems, 2005)

ICanDo: Intellectual Computer AssistaNt for Disabled Operators. - Alexey Karpov 001; Andrey Ronzhin (EUSIPCO, 2006)

Combined Gesture-Speech Analysis and Speech Driven Gesture Synthesis. - Mehmet Emre Sargin; Oya Aran; Alexey Karpov 001; Ferda Ofli; Yelena Yasinnik; Stephen Wilson; Engin Erzin; Yücel Yemez; A. Murat Tekalp (ICME, 2006)

Multi-modal system ICANDO: intellectual computer assistant for disabled operators. - Alexey Karpov 001; Andrey Ronzhin; Alexandre Cadiou (INTERSPEECH, 2006)

ICANDO: Low cost multimodal interface for hand disabled people. - Alexey Karpov 001; Andrey Ronzhin (J. Multimodal User Interfaces, 2007)

Comparison of two different similar speech and gestures multimodal interfaces. - Alexey Karpov 001; Sébastien Carbini; Andrey Ronzhin; Jean-Emmanuel Viallet (EUSIPCO, 2008)

A Semi-automatic Wizard of Oz Technique for Let'sFly Spoken Dialogue System. - Alexey Karpov 001; Andrey Ronzhin; Anastasia Leontyeva (TSD, 2008)

Multimodal user interface for the communication of the disabled. - Savvas Argyropoulos; Konstantinos Moustakas; Alexey Karpov 001; Oya Aran; Dimitrios Tzovaras; Thanos Tsakiris; Giovanna Varni; Byungjun Kwon (J. Multimodal User Interfaces, 2008)

Designing Cognition-Centric Smart Room Predicting Inhabitant Activities. - Andrey Ronzhin; Alexey Karpov 001; Irina S. Kipyatkova (HCI (16), 2009)

Multimodal control via heterogeneous devices. - Andrey Ronzhin; Victor Budkov; Alexey Karpov 001; Milos Zelezný (ICUMT, 2009)

Speech activity and speaker novelty detection methods for meeting processing. - Masahide Sugiyama; Konstantin Markov; Andrey Ronzhin; Victor Budkov; Alexey Karpov 001; Maria Prischepa (ICUMT, 2009)

Audio-visual speech asynchrony modeling in a talking head. - Alexey Karpov 001; Liliya Tsirulnik; Zdenek Krnoul; Andrey Ronzhin; Boris Lobanov; Milos Zelezný (INTERSPEECH, 2009)

Multimodal Human Computer Interaction with MIDAS Intelligent Infokiosk. - Alexey Karpov 001; Andrey Ronzhin; Irina S. Kipyatkova; Alexander L. Ronzhin; Lale Akarun (ICPR, 2010)

Multimodal human-robot interaction. - Victor Budkov; Maria Prischepa; Andrey Ronzhin; Alexey Karpov 001 (ICUMT, 2010)

Viseme-dependent weight optimization for CHMM-based audio-visual speech recognition. - Alexey Karpov 001; Andrey Ronzhin; Konstantin Markov; Milos Zelezný (INTERSPEECH, 2010)

Multichannel System of Audio-Visual Support of Remote Mobile Participant at E-Meeting. - Andrey Ronzhin; V. Yu. Budkov; Alexey Karpov 001 (NEW2AN, 2010)

A Video Monitoring Model with a Distributed Camera System for the Smart Space. - Alexander L. Ronzhin; Maria Prischepa; Alexey Karpov 001 (NEW2AN, 2010)

Client and Speech Detection System for Intelligent Infokiosk. - Andrey Ronzhin; Alexey Karpov 001; Irina S. Kipyatkova; Milos Zelezný (TSD, 2010)

An Assistive Bi-modal User Interface Integrating Multi-channel Speech Recognition and Computer Vision. - Alexey Karpov 001; Andrey Ronzhin; Irina S. Kipyatkova (HCI (2), 2011)

Influenсe of Phone-Viseme Temporal Correlations on Audiovisual STT and TTS Performance. - Alexey Karpov 001; Andrey Ronzhin; Irina S. Kipyatkova; Milos Zelezný (ICPhS, 2011)

Very Large Vocabulary ASR for Spoken Russian with Syntactic and Morphemic Analysis. - Alexey Karpov 001; Irina S. Kipyatkova; Andrey Ronzhin (INTERSPEECH, 2011)

Automatic fingersign-to-speech translation system. - Marek Hrúz; Pavel Campr; Erinç Dikici; Ahmet Alp Kindiroglu; Zdenek Krnoul; Alexander L. Ronzhin; Hasim Sak; Daniel Schorno; Hülya Yalçin; Lale Akarun; Oya Aran; Alexey Karpov 001; et al. (J. Multimodal User Interfaces, 2011)

Analysis of Long-distance Word Dependencies and Pronunciation Variability at Conversational Russian Speech Recognition. - Irina S. Kipyatkova; Alexey Karpov 001; Vasilisa Verkhodanova; Milos Zelezný (FedCSIS, 2012)

State-of-the-art speech recognition technologies for Russian language. - Daria Vazhenina; Irina S. Kipyatkova; Konstantin Markov; Alexey Karpov 001 (HCCE, 2012)

Speech recognition for east Slavic languages: the case of Russian. - Alexey Karpov 001; Irina S. Kipyatkova; Andrey Ronzhin (SLTU, 2012)

Analysis of the Quotation Corpus of the Russian Wiktionary. - Alexander V. Smirnov 001; Tatiana Levashova; Alexey Karpov 001; Irina S. Kipyatkova; Andrey Ronzhin; Andrew Krizhanovsky; Nataly Krizhanovsky (Res. Comput. Sci., 2012)

Multimodal Synthesizer for Russian and Czech Sign Languages and Audio-Visual Speech. - Alexey Karpov 001; Zdenek Krnoul; Milos Zelezný; Andrey Ronzhin (HCI (6), 2013)

Lexicon Size and Language Model Order Optimization for Russian LVCSR. - Irina S. Kipyatkova; Alexey Karpov 001 (SPECOM, 2013)

Modeling of Pronunciation, Language and Nonverbal Units at Conversational Russian Speech Recognition. - Irina S. Kipyatkova; Alexey Karpov 001; Vasilisa Verkhodanova; Milos Zelezný (Int. J. Comput. Sci. Appl., 2013)

A Universal Assistive Technology with Multimodal Input and Multimedia Output Interfaces. - Alexey Karpov 001; Andrey Ronzhin (HCI (4), 2014)

Audio-visual signal processing in a multimodal assisted living environment. - Alexey Karpov 001; Lale Akarun; Hülya Yalçin; Alexander L. Ronzhin; Baris Evrim Demiröz; Aysun Çoban; Milos Zelezný (INTERSPEECH, 2014)

Rescoring n-best lists for Russian speech recognition using factored language models. - Irina S. Kipyatkova; Vasilisa Verkhodanova; Alexey Karpov 001 (SLTU, 2014)

A Framework for Recording Audio-Visual Speech Corpora with a Microphone and a High-Speed Camera. - Alexey Karpov 001; Irina S. Kipyatkova; Milos Zelezný (SPECOM, 2014)

Study of Morphological Factors of Factored Language Models for Russian ASR. - Irina S. Kipyatkova; Alexey Karpov 001 (SPECOM, 2014)

An automatic multimodal speech recognition system with audio and video information. - Alexey A. Karpov (Autom. Remote. Control., 2014)

Introduction to the special issue on processing under-resourced languages. - Laurent Besacier; Etienne Barnard; Alexey Karpov 001; Tanja Schultz (Speech Commun., 2014)

Automatic speech recognition for under-resourced languages: A survey. - Laurent Besacier; Etienne Barnard; Alexey Karpov 001; Tanja Schultz (Speech Commun., 2014)

Large vocabulary Russian speech recognition using syntactico-statistical language modeling. - Alexey Karpov 001; Konstantin Markov; Irina S. Kipyatkova; Daria Vazhenina; Andrey Ronzhin (Speech Commun., 2014)

Automatic Analysis of Speech and Acoustic Events for Ambient Assisted Living. - Alexey Karpov 001; Alexander L. Ronzhin; Irina S. Kipyatkova (HCI (8), 2015)

Fisher vectors with cascaded normalization for paralinguistic analysis. - Heysem Kaya; Alexey Karpov 001; Albert Ali Salah (INTERSPEECH, 2015)

A Comparison of RNN LM and FLM for Russian Speech Recognition. - Irina S. Kipyatkova; Alexey Karpov 001 (SPECOM, 2015)

EmoChildRu: Emotional Child Russian Speech Corpus. - Elena E. Lyakso; Olga V. Frolova; Evgeniya Dmitrieva; Aleksei Grigorev; Heysem Kaya; Albert Ali Salah; Alexey Karpov 001 (SPECOM, 2015)

Bimodal Speech Recognition Fusing Audio-Visual Modalities. - Alexey Karpov 001; Alexander L. Ronzhin; Irina S. Kipyatkova; Andrey Ronzhin; Vasilisa Verkhodanova; Anton I. Saveliev; Milos Zelezný (HCI (2), 2016)

Multimodal Information Coding System for Wearable Devices of Advanced Uniform. - Andrey L. Ronzhin; Oleg Basov; Anna I. Motienko; Alexey Karpov 001; Yuri V. Mikhailov; Milos Zelezný (HCI (4), 2016)

An Analysis of Visual Faces Datasets. - Ivan Gruber; Miroslav Hlavác; Marek Hrúz; Milos Zelezný; Alexey Karpov 001 (ICR, 2016)

Fusing Acoustic Feature Representations for Computational Paralinguistics Tasks. - Heysem Kaya; Alexey A. Karpov (INTERSPEECH, 2016)

Robust Acoustic Emotion Recognition Based on Cascaded Normalization and Extreme Learning Machines. - Heysem Kaya; Alexey A. Karpov; Albert Ali Salah (ISNN, 2016)

Language Models with RNNs for Rescoring Hypotheses of Russian ASR. - Irina S. Kipyatkova; Alexey Karpov 001 (ISNN, 2016)

Automatic Technologies for Processing Spoken Sign Languages. - Alexey Karpov 001; Irina S. Kipyatkova; Milos Zelezný (SLTU, 2016)

DNN-Based Acoustic Modeling for Russian Speech Recognition Using Kaldi. - Irina S. Kipyatkova; Alexey Karpov 001 (SPECOM, 2016)

HAVRUS Corpus: High-Speed Recordings of Audio-Visual Russian Speech. - Vasilisa Verkhodanova; Alexander L. Ronzhin; Irina S. Kipyatkova; Denis Ivanko; Alexey Karpov 001; Milos Zelezný (SPECOM, 2016)

Towards Automatic Recognition of Sign Language Gestures Using Kinect 2.0. - Dmitry Ryumin; Alexey A. Karpov (HCI (8), 2017)

Facing Face Recognition with ResNet: Round One. - Ivan Gruber; Miroslav Hlavác; Milos Zelezný; Alexey Karpov 001 (ICR, 2017)

Speech and Text Analysis for Multimodal Addressee Detection in Human-Human-Computer Interaction. - Oleg Akhtiamov; Maxim Sidorov; Alexey A. Karpov; Wolfgang Minker (INTERSPEECH, 2017)

Introducing Weighted Kernel Classifiers for Handling Imbalanced Paralinguistic Corpora: Snoring, Addressee and Cold. - Heysem Kaya; Alexey A. Karpov (INTERSPEECH, 2017)

Are You Addressing Me? Multimodal Addressee Detection in Human-Human-Computer Conversations. - Oleg Akhtiamov; Dmitrii Ubskii; Evgeniia Feldina; Aleksei Pugachev; Alexey Karpov 001; Wolfgang Minker (SPECOM, 2017)

Semi-automatic Facial Key-Point Dataset Creation. - Miroslav Hlavác; Ivan Gruber; Milos Zelezný; Alexey Karpov 001 (SPECOM, 2017)

Using a High-Speed Video Camera for Robust Audio-Visual Speech Recognition in Acoustically Noisy Conditions. - Denis Ivanko; Alexey Karpov 001; Dmitry Ryumin; Irina S. Kipyatkova; Anton I. Saveliev; Victor Budkov; Dmitriy Ivanko; Milos Zelezný (SPECOM, 2017)

A study of neural network Russian language models for automatic continuous speech recognition systems. - Irina S. Kipyatkova; Alexey A. Karpov (Autom. Remote. Control., 2017)

Emotion, age, and gender classification in children's speech by humans and machines. - Heysem Kaya; Albert Ali Salah; Alexey Karpov 001; Olga V. Frolova; Aleksey Grigorev; Elena E. Lyakso (Comput. Speech Lang., 2017)

Signal Processing Platforms and Algorithms for Real-Life Communications and Listening to Digital Audio. - Alexander A. Petrovsky; Wanggen Wan; Manuel Rosa-Zurera; Alexey Karpov 001 (J. Electr. Comput. Eng., 2017)

Sign Language Numeral Gestures Recognition Using Convolutional Neural Network. - Ivan Gruber; Dmitry Ryumin; Marek Hrúz; Alexey Karpov 001 (ICR, 2018)

LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition. - Heysem Kaya; Dmitrii Fedotov; Ali Yesilkanat; Oxana Verkholyak; Yang Zhang; Alexey Karpov 001 (INTERSPEECH, 2018)

Context Modeling for Cross-Corpus Dimensional Acoustic Emotion Recognition: Challenges and Mixup. - Dmitrii Fedotov; Heysem Kaya; Alexey Karpov 001 (SPECOM, 2018)

LipsID Using 3D Convolutional Neural Networks. - Miroslav Hlavác; Ivan Gruber; Milos Zelezný; Alexey Karpov 001 (SPECOM, 2018)

Comparative Analysis of Classification Methods for Automatic Deception Detection in Speech. - Alena Velichko; Viktor Budkov; Ildar Kagirov; Alexey A. Karpov (SPECOM, 2018)

Efficient and effective strategies for cross-corpus acoustic emotion recognition. - Heysem Kaya; Alexey A. Karpov (Neurocomputing, 2018)

Multimodal speech recognition: increasing accuracy using high speed video data. - Denis Ivanko; Alexey Karpov 001; Dmitrii Fedotov; Irina S. Kipyatkova; Dmitry Ryumin; Dmitriy Ivanko; Wolfgang Minker; Milos Zelezný (J. Multimodal User Interfaces, 2018)

Speech communication integrated with other modalities. - Alexey Karpov 001; Iosif Mporas (J. Multimodal User Interfaces, 2018)

Hierarchical Two-level Modelling of Emotional States in Spoken Dialog Systems. - Oxana Verkholyak; Dmitrii Fedotov; Heysem Kaya; Yang Zhang; Alexey Karpov 001 (ICASSP, 2019)

Smartphone-Based Driver Support in Vehicle Cabin: Human-Computer Interaction Interface. - Alexey M. Kashevnik; Igor Lashkov; Dmitry Ryumin; Alexey Karpov 001 (ICR, 2019)

Lower Limbs Exoskeleton Control System Based on Intelligent Human-Machine Interface. - Ildar Kagirov; Alexey Karpov 001; Irina S. Kipyatkova; Konstantin Klyuzhev; Alexander Kudryavcev; Igor Kudryavcev; Dmitry Ryumin (IDC, 2019)

Applying Ensemble Learning Techniques and Neural Networks to Deceptive and Truthful Information Detection Task in the Flow of Speech. - Alena Velichko; Viktor Budkov; Ildar Kagirov; Alexey Karpov 001 (IDC, 2019)

Predicting Depression and Emotions in the Cross-roads of Cultures, Para-linguistics, and Non-linguistics. - Heysem Kaya; Dmitrii Fedotov; Denis Dresvyanskiy; Metehan Doyran; Danila Mamontov; Maxim Markitantov; Alkim Almila Akdag Salah; Evrim Kavcar; Alexey Karpov 001; Albert Ali Salah (AVEC@MM, 2019)

Human-Robot Interaction with Smart Shopping Trolley Using Sign Language: Data Collection. - Dmitry Ryumin; Denis Ivanko; Alexandr Axyonov; Ildar Kagirov; Alexey Karpov 001; Milos Zelezný (PerCom Workshops, 2019)

Cross-Corpus Data Augmentation for Acoustic Addressee Detection. - Oleg Akhtiamov; Ingo Siegert; Alexey Karpov 001; Wolfgang Minker (SIGdial, 2019)

Time-Continuous Emotion Recognition Using Spectrogram Based CNN-RNN Modelling. - Dmitrii Fedotov; Bobae Kim; Alexey Karpov 001; Wolfgang Minker (SPECOM, 2019)

Speaking Style Based Apparent Personality Recognition. - Jianguo Yu; Konstantin Markov; Alexey Karpov 001 (SPECOM, 2019)

Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds. - Heysem Kaya; Oxana Verkholyak; Maxim Markitantov; Alexey Karpov 001 (ICMI Companion, 2020)

Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges. - Maxim Markitantov; Denis Dresvyanskiy; Danila Mamontov; Heysem Kaya; Wolfgang Minker; Alexey Karpov 001 (INTERSPEECH, 2020)

Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition. - Gizem Sogancioglu; Oxana Verkholyak; Heysem Kaya; Dmitrii Fedotov; Tobias Cadèe; Albert Ali Salah; Alexey Karpov 001 (INTERSPEECH, 2020)

TheRuSLan: Database of Russian Sign Language. - Ildar Kagirov; Denis Ivanko; Dmitry Ryumin; Alexander A. Petrovsky; Alexey Karpov 001 (LREC, 2020)

Class-based LSTM Russian Language Model with Linguistic Information. - Irina S. Kipyatkova; Alexey Karpov 001 (LREC, 2020)

Emotion Recognition and Sentiment Analysis of Extemporaneous Speech Transcriptions in Russian. - Anastasia Dvoynikova; Oxana Verkholyak; Alexey Karpov 001 (SPECOM, 2020)

Lipreading with LipsID. - Miroslav Hlavác; Ivan Gruber; Milos Zelezný; Alexey Karpov 001 (SPECOM, 2020)

An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild. - Denis Dresvyanskiy; Elena Ryumina; Heysem Kaya; Maxim Markitantov; Alexey A. Karpov; Wolfgang Minker (CoRR, 2020)

Using Complexity-Identical Human- and Machine-Directed Utterances to Investigate Addressee Detection for Spoken Dialogue Systems. - Oleg Akhtiamov; Ingo Siegert; Alexey Karpov 001; Wolfgang Minker (Sensors, 2020)

Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition. - Elena Ryumina; Oxana Verkholyak; Alexey Karpov 001 (Interspeech, 2021)

Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech. - Oxana Verkholyak; Denis Dresvyanskiy; Anastasia Dvoynikova; Denis Kotov; Elena Ryumina; Alena Velichko; Danila Mamontov; Wolfgang Minker; Alexey Karpov 001 (Interspeech, 2021)

Deep Learning Based Engagement Recognition in Highly Imbalanced Data. - Denis Dresvyanskiy; Wolfgang Minker; Alexey Karpov 001 (SPECOM, 2021)

X-Bridge: Image-to-Image Translation with Reconstruction Capabilities. - Ivan Gruber; Marek Hrúz; Milos Zelezný; Alexey Karpov 001 (SPECOM, 2021)

Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin. - Alexey M. Kashevnik; Igor Lashkov; Alexandr Axyonov; Denis Ivanko; Dmitry Ryumin; Artem Kolchin; Alexey Karpov 001 (IEEE Access, 2021)

Heterogeneous Face Recognition from Facial Sketches. - Ivan Gruber; Milos Zelezný; Alexey Karpov 001 (Informatica (Slovenia), 2021)

A Bimodal Approach for Speech Emotion Recognition using Audio and Text. - Oxana Verkholyak; Anastasia Dvoynikova; Alexey Karpov 001 (J. Internet Serv. Inf. Secur., 2021)

Medical exoskeleton "Remotion" with an intelligent control system: Modeling, implementation, and testing. - Ildar Kagirov; Alexander Kapustin; Irina S. Kipyatkova; Konstantin Klyuzhev; Alexander Kudryavcev; Igor Kudryavcev; Yury Loskutov; Dmitry Ryumin; Alexey Karpov 001 (Simul. Model. Pract. Theory, 2021)

MIDriveSafely: Multimodal Interaction for Drive Safely. - Denis Ivanko; Alexey M. Kashevnik; Dmitry Ryumin; Andrey Kitenko; Alexandr Axyonov; Igor Lashkov; Alexey Karpov 001 (ICMI, 2022)

DAVIS: Driver's Audio-Visual Speech recognition. - Denis Ivanko; Dmitry Ryumin; Alexey M. Kashevnik; Alexandr Axyonov; Andrey Kitenko; Igor Lashkov; Alexey Karpov 001 (INTERSPEECH, 2022)

Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task. - Maxim Markitantov; Elena Ryumina; Dmitry Ryumin; Alexey Karpov 001 (INTERSPEECH, 2022)

Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework. - Alena Velichko; Maxim Markitantov; Heysem Kaya; Alexey Karpov 001 (INTERSPEECH, 2022)

RUSAVIC Corpus: Russian Audio-Visual Speech in Cars. - Denis Ivanko; Alexandr Axyonov; Dmitry Ryumin; Alexey M. Kashevnik; Alexey Karpov 001 (LREC, 2022)

DyCoDa: A Multi-modal Data Collection of Multi-user Remote Survival Game Recordings. - Denis Dresvyanskiy; Yamini Sinha; Matthias Busch; Ingo Siegert; Alexey Karpov 001; Wolfgang Minker (SPECOM, 2022)

Multi-level Fusion of Fisher Vector Encoded BERT and Wav2vec 2.0 Embeddings for Native Language Identification. - Dani Krebbers; Heysem Kaya; Alexey Karpov 001 (SPECOM, 2022)

Self-Configuring Genetic Programming Feature Generation in Affect Recognition Tasks. - Danila Mamontov; Wolfgang Minker; Alexey Karpov 001 (SPECOM, 2022)

Physical Training Reverses the Impaired Cardiac Autonomic Control and Exercise Tolerance Induced by Right-Side Vagal Denervation. - Oleg V. Mamontov; Alexey A. Karpov; Sarkis M. Minasian; Daria A. Fedoseeva; Alexander N. Kalinichenko; Alexei A. Kamshilin (IEEE Access, 2022)

Editorial: Towards Omnipresent and Smart Speech Assistants. - Ingo Siegert; Stefan Hillmann; Benjamin Weiss 001; Jessica M. Szczuka; Alexey Karpov 001 (Frontiers Comput. Sci., 2022)

In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study. - Elena Ryumina; Denis Dresvyanskiy; Alexey Karpov 001 (Neurocomputing, 2022)

End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild. - Denis Dresvyanskiy; Elena Ryumina; Heysem Kaya; Maxim Markitantov; Alexey Karpov 001; Wolfgang Minker (Multimodal Technol. Interact., 2022)

Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech. - Elena Ryumina; Dmitry Ryumin; Maxim Markitantov; Heysem Kaya; Alexey Karpov 001 (INTERSPEECH, 2023)

EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition. - Denis Ivanko; Elena Ryumina; Dmitry Ryumin; Alexandr Axyonov; Alexey M. Kashevnik; Alexey Karpov 001 (SPECOM (1), 2023)

Multi-modal Arousal and Valence Estimation under Noisy Conditions. - Denis Dresvyanskiy; Maxim Markitantov; Jiawei Yu; Heysem Kaya; Alexey Karpov 001 (CVPR Workshops, 2024)

Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion. - Elena Ryumina; Maxim Markitantov; Dmitry Ryumin; Heysem Kaya; Alexey Karpov 001 (CVPR Workshops, 2024)

Audio-Visual Speech Recognition In-The-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-Based Method. - Alexandr Axyonov; Dmitry Ryumin; Denis Ivanko; Alexey M. Kashevnik; Alexey Karpov 001 (ICASSP, 2024)

OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization. - Elena Ryumina; Dmitry Ryumin; Alexey Karpov 001 (INTERSPEECH, 2024)

A Cross-Multi-modal Fusion Approach for Enhanced Engagement Recognition. - Denis Dresvyanskiy; Alexey Karpov 001; Wolfgang Minker (SPECOM (2), 2024)

OpenAV: Bilingual Dataset for Audio-Visual Voice Control of a Computer for Hand Disabled People. - Denis Ivanko; Dmitry Ryumin; Alexandr Axyonov; Alexey M. Kashevnik; Alexey Karpov 001 (SPECOM (1), 2024)

Cross-Cultural Automatic Depression Detection Based on Audio Signals. - Danila Mamontov; Sebastian Zepf; Alexey Karpov 001; Wolfgang Minker (SPECOM (1), 2024)

SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition. - Denis Dresvyanskiy; Maxim Markitantov; Jiawei Yu; Peitong Li; Heysem Kaya; Alexey Karpov 001 (CoRR, 2024)

Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision. - Elena Ryumina; Maxim Markitantov; Dmitry Ryumin; Heysem Kaya; Alexey Karpov 001 (CoRR, 2024)

Audio-visual speech recognition based on regulated transformer and spatio-temporal fusion strategy for driver assistive systems. - Dmitry Ryumin; Alexandr Axyonov; Elena Ryumina; Denis Ivanko; Alexey M. Kashevnik; Alexey Karpov 001 (Expert Syst. Appl., 2024)

OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment. - Elena Ryumina; Maxim Markitantov; Dmitry Ryumin; Alexey Karpov 001 (Expert Syst. Appl., 2024)

Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment. - Elena Ryumina; Maxim Markitantov; Dmitry Ryumin; Alexey Karpov 001 (Pattern Recognit. Lett., 2024)

Multi-corpus emotion recognition method based on cross-modal gated attention fusion. - Elena Ryumina; Dmitry Ryumin; Alexandr Axyonov; Denis Ivanko; Alexey Karpov 001 (Pattern Recognit. Lett., 2025)

Team RAS in 9th ABAW Competition: Multimodal Compound Expression Recognition Approach. - Elena Ryumina; Maxim Markitantov; Alexandr Axyonov; Dmitry Ryumin; Mikhail Dolgushin; Alexey Karpov 001 (CoRR, 2025)

Audio-visual occlusion-robust gender recognition and age estimation approach based on multi-task cross-modal attention. - Maxim Markitantov; Elena Ryumina; Alexey Karpov 001 (Expert Syst. Appl., 2026)