Alexey Karpov

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 64

Top Venues

Publications

Denis Dresvyanskiy, Maxim Markitantov, Jiawei Yu, Peitong Li, Heysem Kaya, Alexey Karpov
SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition. CoRR (2024)
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision. CoRR (2024)
Alexandr Axyonov, Dmitry Ryumin, Denis Ivanko, Alexey M. Kashevnik, Alexey Karpov
Audio-Visual Speech Recognition In-The-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-Based Method. ICASSP (2024)
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov
Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment. Pattern Recognit. Lett. 185 (2024)
Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov
OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment. Expert Syst. Appl. 239 (2024)
Dmitry Ryumin, Alexandr Axyonov, Elena Ryumina, Denis Ivanko, Alexey M. Kashevnik, Alexey Karpov
Audio-visual speech recognition based on regulated transformer and spatio-temporal fusion strategy for driver assistive systems. Expert Syst. Appl. 252 (2024)
Denis Ivanko, Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik, Alexey Karpov
EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition. SPECOM (1) (2023)
Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech. INTERSPEECH (2023)
Danila Mamontov, Wolfgang Minker, Alexey Karpov
Self-Configuring Genetic Programming Feature Generation in Affect Recognition Tasks. SPECOM (2022)
Elena Ryumina, Denis Dresvyanskiy, Alexey Karpov
In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study. Neurocomputing 514 (2022)
Denis Ivanko, Alexey M. Kashevnik, Dmitry Ryumin, Andrey Kitenko, Alexandr Axyonov, Igor Lashkov, Alexey Karpov
MIDriveSafely: Multimodal Interaction for Drive Safely. ICMI (2022)
Alena Velichko, Maxim Markitantov, Heysem Kaya, Alexey Karpov
Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework. INTERSPEECH (2022)
Denis Ivanko, Dmitry Ryumin, Alexey M. Kashevnik, Alexandr Axyonov, Andrey Kitenko, Igor Lashkov, Alexey Karpov
DAVIS: Driver's Audio-Visual Speech recognition. INTERSPEECH (2022)
Denis Ivanko, Alexandr Axyonov, Dmitry Ryumin, Alexey M. Kashevnik, Alexey Karpov
RUSAVIC Corpus: Russian Audio-Visual Speech in Cars. LREC (2022)
Ingo Siegert, Stefan Hillmann, Benjamin Weiss, Jessica M. Szczuka, Alexey Karpov
Editorial: Towards Omnipresent and Smart Speech Assistants. Frontiers Comput. Sci. 4 (2022)
Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov
Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task. INTERSPEECH (2022)
Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey Karpov, Wolfgang Minker
End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild. Multimodal Technol. Interact. 6 (2) (2022)
Dani Krebbers, Heysem Kaya, Alexey Karpov
Multi-level Fusion of Fisher Vector Encoded BERT and Wav2vec 2.0 Embeddings for Native Language Identification. SPECOM (2022)
Denis Dresvyanskiy, Yamini Sinha, Matthias Busch, Ingo Siegert, Alexey Karpov, Wolfgang Minker
DyCoDa: A Multi-modal Data Collection of Multi-user Remote Survival Game Recordings. SPECOM (2022)
Elena Ryumina, Oxana Verkholyak, Alexey Karpov
Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition. Interspeech (2021)
Oxana Verkholyak, Anastasia Dvoynikova, Alexey Karpov
A Bimodal Approach for Speech Emotion Recognition using Audio and Text. J. Internet Serv. Inf. Secur. 11 (1) (2021)
Ivan Gruber, Milos Zelezný, Alexey Karpov
Heterogeneous Face Recognition from Facial Sketches. Informatica (Slovenia) 45 (3) (2021)
Denis Dresvyanskiy, Wolfgang Minker, Alexey Karpov
Deep Learning Based Engagement Recognition in Highly Imbalanced Data. SPECOM (2021)
Oxana Verkholyak, Denis Dresvyanskiy, Anastasia Dvoynikova, Denis Kotov, Elena Ryumina, Alena Velichko, Danila Mamontov, Wolfgang Minker, Alexey Karpov
Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech. Interspeech (2021)
Alexey M. Kashevnik, Igor Lashkov, Alexandr Axyonov, Denis Ivanko, Dmitry Ryumin, Artem Kolchin, Alexey Karpov
Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin. IEEE Access 9 (2021)
Ildar Kagirov, Alexander Kapustin, Irina S. Kipyatkova, Konstantin Klyuzhev, Alexander Kudryavcev, Igor Kudryavcev, Yury Loskutov, Dmitry Ryumin, Alexey Karpov
Medical exoskeleton "Remotion" with an intelligent control system: Modeling, implementation, and testing. Simul. Model. Pract. Theory 107 (2021)
Ivan Gruber, Marek Hrúz, Milos Zelezný, Alexey Karpov
X-Bridge: Image-to-Image Translation with Reconstruction Capabilities. SPECOM (2021)
Maxim Markitantov, Denis Dresvyanskiy, Danila Mamontov, Heysem Kaya, Wolfgang Minker, Alexey Karpov
Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges. INTERSPEECH (2020)
Irina S. Kipyatkova, Alexey Karpov
Class-based LSTM Russian Language Model with Linguistic Information. LREC (2020)
Heysem Kaya, Oxana Verkholyak, Maxim Markitantov, Alexey Karpov
Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds. ICMI Companion (2020)
Ildar Kagirov, Denis Ivanko, Dmitry Ryumin, Alexander A. Petrovsky, Alexey Karpov
TheRuSLan: Database of Russian Sign Language. LREC (2020)
Miroslav Hlavác, Ivan Gruber, Milos Zelezný, Alexey Karpov
Lipreading with LipsID. SPECOM (2020)
Anastasia Dvoynikova, Oxana Verkholyak, Alexey Karpov
Emotion Recognition and Sentiment Analysis of Extemporaneous Speech Transcriptions in Russian. SPECOM (2020)
Oleg Akhtiamov, Ingo Siegert, Alexey Karpov, Wolfgang Minker
Using Complexity-Identical Human- and Machine-Directed Utterances to Investigate Addressee Detection for Spoken Dialogue Systems. Sensors 20 (9) (2020)
Gizem Sogancioglu, Oxana Verkholyak, Heysem Kaya, Dmitrii Fedotov, Tobias Cadèe, Albert Ali Salah, Alexey Karpov
Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition. CoRR (2020)
Gizem Sogancioglu, Oxana Verkholyak, Heysem Kaya, Dmitrii Fedotov, Tobias Cadèe, Albert Ali Salah, Alexey Karpov
Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition. INTERSPEECH (2020)
Oleg Akhtiamov, Ingo Siegert, Alexey Karpov, Wolfgang Minker
Cross-Corpus Data Augmentation for Acoustic Addressee Detection. SIGdial (2019)
Heysem Kaya, Dmitrii Fedotov, Denis Dresvyanskiy, Metehan Doyran, Danila Mamontov, Maxim Markitantov, Alkim Almila Akdag Salah, Evrim Kavcar, Alexey Karpov, Albert Ali Salah
Predicting Depression and Emotions in the Cross-roads of Cultures, Para-linguistics, and Non-linguistics. AVEC@MM (2019)
Dmitrii Fedotov, Bobae Kim, Alexey Karpov, Wolfgang Minker
Time-Continuous Emotion Recognition Using Spectrogram Based CNN-RNN Modelling. SPECOM (2019)
Ildar Kagirov, Alexey Karpov, Irina S. Kipyatkova, Konstantin Klyuzhev, Alexander Kudryavcev, Igor Kudryavcev, Dmitry Ryumin
Lower Limbs Exoskeleton Control System Based on Intelligent Human-Machine Interface. IDC (2019)
Alexey M. Kashevnik, Igor Lashkov, Dmitry Ryumin, Alexey Karpov
Smartphone-Based Driver Support in Vehicle Cabin: Human-Computer Interaction Interface. ICR (2019)
Alena Velichko, Viktor Budkov, Ildar Kagirov, Alexey Karpov
Applying Ensemble Learning Techniques and Neural Networks to Deceptive and Truthful Information Detection Task in the Flow of Speech. IDC (2019)
Dmitry Ryumin, Denis Ivanko, Alexandr Axyonov, Ildar Kagirov, Alexey Karpov, Milos Zelezný
Human-Robot Interaction with Smart Shopping Trolley Using Sign Language: Data Collection. PerCom Workshops (2019)
Jianguo Yu, Konstantin Markov, Alexey Karpov
Speaking Style Based Apparent Personality Recognition. SPECOM (2019)
Oxana Verkholyak, Dmitrii Fedotov, Heysem Kaya, Yang Zhang, Alexey Karpov
Hierarchical Two-level Modelling of Emotional States in Spoken Dialog Systems. ICASSP (2019)
Miroslav Hlavác, Ivan Gruber, Milos Zelezný, Alexey Karpov
LipsID Using 3D Convolutional Neural Networks. SPECOM (2018)
Denis Ivanko, Alexey Karpov, Dmitrii Fedotov, Irina S. Kipyatkova, Dmitry Ryumin, Dmitriy Ivanko, Wolfgang Minker, Milos Zelezný
Multimodal speech recognition: increasing accuracy using high speed video data. J. Multimodal User Interfaces 12 (4) (2018)
Alexey Karpov, Iosif Mporas
Speech communication integrated with other modalities. J. Multimodal User Interfaces 12 (4) (2018)
Ivan Gruber, Dmitry Ryumin, Marek Hrúz, Alexey Karpov
Sign Language Numeral Gestures Recognition Using Convolutional Neural Network. ICR (2018)
Heysem Kaya, Dmitrii Fedotov, Ali Yesilkanat, Oxana Verkholyak, Yang Zhang, Alexey Karpov
LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition. INTERSPEECH (2018)
Dmitrii Fedotov, Heysem Kaya, Alexey Karpov
Context Modeling for Cross-Corpus Dimensional Acoustic Emotion Recognition: Challenges and Mixup. SPECOM (2018)
Alexander A. Petrovsky, Wanggen Wan, Manuel Rosa-Zurera, Alexey Karpov
Signal Processing Platforms and Algorithms for Real-Life Communications and Listening to Digital Audio. J. Electr. Comput. Eng. 2017 (2017)
Ivan Gruber, Miroslav Hlavác, Milos Zelezný, Alexey Karpov
Facing Face Recognition with ResNet: Round One. ICR (2017)
Miroslav Hlavác, Ivan Gruber, Milos Zelezný, Alexey Karpov
Semi-automatic Facial Key-Point Dataset Creation. SPECOM (2017)
Oleg Akhtiamov, Dmitrii Ubskii, Evgeniia Feldina, Aleksei Pugachev, Alexey Karpov, Wolfgang Minker
Are You Addressing Me? Multimodal Addressee Detection in Human-Human-Computer Conversations. SPECOM (2017)
Denis Ivanko, Alexey Karpov, Dmitry Ryumin, Irina S. Kipyatkova, Anton I. Saveliev, Victor Budkov, Dmitriy Ivanko, Milos Zelezný
Using a High-Speed Video Camera for Robust Audio-Visual Speech Recognition in Acoustically Noisy Conditions. SPECOM (2017)
Heysem Kaya, Albert Ali Salah, Alexey Karpov, Olga V. Frolova, Aleksey Grigorev, Elena E. Lyakso
Emotion, age, and gender classification in children's speech by humans and machines. Comput. Speech Lang. 46 (2017)
Irina S. Kipyatkova, Alexey Karpov
DNN-Based Acoustic Modeling for Russian Speech Recognition Using Kaldi. SPECOM (2016)
Alexey Karpov, Irina S. Kipyatkova, Milos Zelezný
Automatic Technologies for Processing Spoken Sign Languages. SLTU (2016)
Andrey L. Ronzhin, Oleg Basov, Anna I. Motienko, Alexey Karpov, Yuri V. Mikhailov, Milos Zelezný
Multimodal Information Coding System for Wearable Devices of Advanced Uniform. HCI (4) (2016)
Vasilisa Verkhodanova, Alexander L. Ronzhin, Irina S. Kipyatkova, Denis Ivanko, Alexey Karpov, Milos Zelezný
HAVRUS Corpus: High-Speed Recordings of Audio-Visual Russian Speech. SPECOM (2016)
Ivan Gruber, Miroslav Hlavác, Marek Hrúz, Milos Zelezný, Alexey Karpov
An Analysis of Visual Faces Datasets. ICR (2016)
Irina S. Kipyatkova, Alexey Karpov
Language Models with RNNs for Rescoring Hypotheses of Russian ASR. ISNN (2016)
Alexey Karpov, Alexander L. Ronzhin, Irina S. Kipyatkova, Andrey Ronzhin, Vasilisa Verkhodanova, Anton I. Saveliev, Milos Zelezný
Bimodal Speech Recognition Fusing Audio-Visual Modalities. HCI (2) (2016)
Irina S. Kipyatkova, Alexey Karpov
A Comparison of RNN LM and FLM for Russian Speech Recognition. SPECOM (2015)
Elena E. Lyakso, Olga V. Frolova, Evgeniya Dmitrieva, Aleksei Grigorev, Heysem Kaya, Albert Ali Salah, Alexey Karpov
EmoChildRu: Emotional Child Russian Speech Corpus. SPECOM (2015)
Alexey Karpov, Alexander L. Ronzhin, Irina S. Kipyatkova
Automatic Analysis of Speech and Acoustic Events for Ambient Assisted Living. HCI (8) (2015)
Heysem Kaya, Alexey Karpov, Albert Ali Salah
Fisher vectors with cascaded normalization for paralinguistic analysis. INTERSPEECH (2015)
Alexey Karpov, Konstantin Markov, Irina S. Kipyatkova, Daria Vazhenina, Andrey Ronzhin
Large vocabulary Russian speech recognition using syntactico-statistical language modeling. Speech Commun. 56 (2014)
Alexey Karpov, Irina S. Kipyatkova, Milos Zelezný
A Framework for Recording Audio-Visual Speech Corpora with a Microphone and a High-Speed Camera. SPECOM (2014)
Laurent Besacier, Etienne Barnard, Alexey Karpov, Tanja Schultz
Introduction to the special issue on processing under-resourced languages. Speech Commun. 56 (2014)
Alexey Karpov, Andrey Ronzhin
A Universal Assistive Technology with Multimodal Input and Multimedia Output Interfaces. HCI (4) (2014)
Laurent Besacier, Etienne Barnard, Alexey Karpov, Tanja Schultz
Automatic speech recognition for under-resourced languages: A survey. Speech Commun. 56 (2014)
Alexey Karpov, Lale Akarun, Hülya Yalçin, Alexander L. Ronzhin, Baris Evrim Demiröz, Aysun Çoban, Milos Zelezný
Audio-visual signal processing in a multimodal assisted living environment. INTERSPEECH (2014)
Irina S. Kipyatkova, Alexey Karpov
Study of Morphological Factors of Factored Language Models for Russian ASR. SPECOM (2014)
Irina S. Kipyatkova, Vasilisa Verkhodanova, Alexey Karpov
Rescoring n-best lists for Russian speech recognition using factored language models. SLTU (2014)
Alexey Karpov, Zdenek Krnoul, Milos Zelezný, Andrey Ronzhin
Multimodal Synthesizer for Russian and Czech Sign Languages and Audio-Visual Speech. HCI (6) (2013)
Irina S. Kipyatkova, Alexey Karpov, Vasilisa Verkhodanova, Milos Zelezný
Modeling of Pronunciation, Language and Nonverbal Units at Conversational Russian Speech Recognition. Int. J. Comput. Sci. Appl. 10 (1) (2013)
Irina S. Kipyatkova, Alexey Karpov
Lexicon Size and Language Model Order Optimization for Russian LVCSR. SPECOM (2013)
Alexander V. Smirnov, Tatiana Levashova, Alexey Karpov, Irina S. Kipyatkova, Andrey Ronzhin, Andrew Krizhanovsky, Nataly Krizhanovsky
Analysis of the Quotation Corpus of the Russian Wiktionary. Res. Comput. Sci. 56 (2012)
Daria Vazhenina, Irina S. Kipyatkova, Konstantin Markov, Alexey Karpov
State-of-the-art speech recognition technologies for Russian language. HCCE (2012)
Alexey Karpov, Irina S. Kipyatkova, Andrey Ronzhin
Speech recognition for east Slavic languages: the case of Russian. SLTU (2012)
Irina S. Kipyatkova, Alexey Karpov, Vasilisa Verkhodanova, Milos Zelezný
Analysis of Long-distance Word Dependencies and Pronunciation Variability at Conversational Russian Speech Recognition. FedCSIS (2012)
Alexey Karpov, Andrey Ronzhin, Irina S. Kipyatkova, Milos Zelezný
Influenсe of Phone-Viseme Temporal Correlations on Audiovisual STT and TTS Performance. ICPhS (2011)
Alexey Karpov, Irina S. Kipyatkova, Andrey Ronzhin
Very Large Vocabulary ASR for Spoken Russian with Syntactic and Morphemic Analysis. INTERSPEECH (2011)
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, Murat Saraçlar, Milos Zelezný
Automatic fingersign-to-speech translation system. J. Multimodal User Interfaces 4 (2) (2011)
Alexey Karpov, Andrey Ronzhin, Irina S. Kipyatkova
An Assistive Bi-modal User Interface Integrating Multi-channel Speech Recognition and Computer Vision. HCI (2) (2011)
Andrey Ronzhin, V. Yu. Budkov, Alexey Karpov
Multichannel System of Audio-Visual Support of Remote Mobile Participant at E-Meeting. NEW2AN (2010)
Andrey Ronzhin, Alexey Karpov, Irina S. Kipyatkova, Milos Zelezný
Client and Speech Detection System for Intelligent Infokiosk. TSD (2010)
Alexey Karpov, Andrey Ronzhin, Konstantin Markov, Milos Zelezný
Viseme-dependent weight optimization for CHMM-based audio-visual speech recognition. INTERSPEECH (2010)
Victor Budkov, Maria Prischepa, Andrey Ronzhin, Alexey Karpov
Multimodal human-robot interaction. ICUMT (2010)
Alexander L. Ronzhin, Maria Prischepa, Alexey Karpov
A Video Monitoring Model with a Distributed Camera System for the Smart Space. NEW2AN (2010)
Alexey Karpov, Andrey Ronzhin, Irina S. Kipyatkova, Alexander L. Ronzhin, Lale Akarun
Multimodal Human Computer Interaction with MIDAS Intelligent Infokiosk. ICPR (2010)
Alexey Karpov, Liliya Tsirulnik, Zdenek Krnoul, Andrey Ronzhin, Boris Lobanov, Milos Zelezný
Audio-visual speech asynchrony modeling in a talking head. INTERSPEECH (2009)
Masahide Sugiyama, Konstantin Markov, Andrey Ronzhin, Victor Budkov, Alexey Karpov, Maria Prischepa
Speech activity and speaker novelty detection methods for meeting processing. ICUMT (2009)
Andrey Ronzhin, Alexey Karpov, Irina S. Kipyatkova
Designing Cognition-Centric Smart Room Predicting Inhabitant Activities. HCI (16) (2009)
Andrey Ronzhin, Victor Budkov, Alexey Karpov, Milos Zelezný
Multimodal control via heterogeneous devices. ICUMT (2009)
Alexey Karpov, Andrey Ronzhin, Anastasia Leontyeva
A Semi-automatic Wizard of Oz Technique for Let'sFly Spoken Dialogue System. TSD (2008)
Alexey Karpov, Sébastien Carbini, Andrey Ronzhin, Jean-Emmanuel Viallet
Comparison of two different similar speech and gestures multimodal interfaces. EUSIPCO (2008)
Savvas Argyropoulos, Konstantinos Moustakas, Alexey Karpov, Oya Aran, Dimitrios Tzovaras, Thanos Tsakiris, Giovanna Varni, Byungjun Kwon
Multimodal user interface for the communication of the disabled. J. Multimodal User Interfaces 2 (2) (2008)

Alexey Karpov.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Alexey Karpov