Konstantin Markov

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 13

Top Topics

Emotion Recognition

Top Venues

Future Gener. Comput. Syst.

Publications

Julián Villegas, Seunghun J. Lee, Jeremy Perkins, Konstantin Markov
Psychoacoustic features explain creakiness classifications made by naive and non-naive listeners. Speech Commun. 147 (2023)
Do Viet Tung, Konstantin Markov
Using Large Language Models for Bug Localization and Fixing. iCAST (2023)
Seiyu Majima, Konstantin Markov
Personality Prediction from Social Media Posts using Text Embedding and Statistical Features. FedCSIS (2022)
Yash Mehta, Clemens Stachl, Konstantin Markov, Joseph T. Yun, Björn W. Schuller
Future-generation personality prediction from digital footprints. Future Gener. Comput. Syst. 136 (2022)
Manabu Ito, Konstantin Markov
Sentence embedding based emotion recognition from text data. RACS (2022)
Julián Villegas, Konstantin Markov, Jeremy Perkins, Seunghun J. Lee
Prediction of Creaky Speech by Recurrent Neural Networks Using Psychoacoustic Roughness. IEEE J. Sel. Top. Signal Process. 14 (2) (2020)
Koki Yamashita, Konstantin Markov
Medical Image Enhancement Using Super Resolution Methods. ICCS (5) (2020)
Jianguo Yu, Konstantin Markov, Tomoko Matsui
Articulatory and Spectrum Information Fusion Based on Deep Recurrent Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 27 (4) (2019)
Jianguo Yu, Konstantin Markov, Alexey Karpov
Speaking Style Based Apparent Personality Recognition. SPECOM (2019)
Absalom Shu, Konstantin Markov, Alexander Vazhenin, Ruth Cortez, Subhash Bhalla, Shashank Shrestha
Unified User-Interface and Protocol for Managing Heterogeneous Deep Learning Services. SoMeT (2017)
Jianguo Yu, Konstantin Markov
Deep learning based personality recognition from Facebook status updates. iCAST (2017)
Konstantin Markov, Tomoko Matsui
Robust Speech Recognition Using Generalized Distillation Framework. INTERSPEECH (2016)
Jianguo Yu, Konstantin Markov, Tomoko Matsui
Articulatory and spectrum features integration using generalized distillation framework. MLSP (2016)
Konstantin Markov, Tomoko Matsui, François Septier, Gareth W. Peters
Dynamic speech emotion recognition with state-space models. EUSIPCO (2015)
Konstantin Markov, Tomoko Matsui
Dynamic Music Emotion Recognition Using Kernel Bayes' Filter. MediaEval (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)
Mohammad Soleymani, Anna Aljanaki, Yi-Hsuan Yang, Michael N. Caro, Florian Eyben, Konstantin Markov, Björn W. Schuller, Remco C. Veltkamp, Felix Weninger, Frans Wiering
Emotional Analysis of Music: A Comparison of Methods. ACM Multimedia (2014)
Konstantin Markov, Tomoko Matsui
Music Genre and Emotion Recognition Using Gaussian Processes. IEEE Access 2 (2014)
Daria Vazhenina, Konstantin Markov
Sequence memoizer based language model for Russian speech recognition. SLTU (2014)
Konstantin Markov, Tomoko Matsui
Dynamic Music Emotion Recognition Using State-Space Models. MediaEval (2014)
Konstantin Markov, Tomoko Matsui
High level feature extraction for the self-taught learning algorithm. EURASIP J. Audio Speech Music. Process. 2013 (2013)
Konstantin Markov, Tomoko Matsui
Music genre classification using Gaussian Process models. MLSP (2013)
Konstantin Markov, Motofumi Iwata, Tomoko Matsui
Music Emotion Recognition using Gaussian Processes. MediaEval (2013)
Daria Vazhenina, Konstantin Markov
Evaluation of Advanced Language Modeling Techniques for Russian LVCSR. SPECOM (2013)
Daria Vazhenina, Konstantin Markov
Factored language modeling for Russian LVCSR. iCAST/UMEDIA (2013)
Konstantin Markov, Tomoko Matsui
Music genre classification using self-taught learning via sparse coding. ICASSP (2012)
Daria Vazhenina, Irina S. Kipyatkova, Konstantin Markov, Alexey Karpov
State-of-the-art speech recognition technologies for Russian language. HCCE (2012)
Konstantin Markov, Tomoko Matsui
Nonnegative matrix factorization based self-taught learning with application to music genre classification. MLSP (2012)
Daria Vazhenina, Konstantin Markov
Phoneme set selection for russian speech recognition. NLPKE (2011)
Daria Vazhenina, Konstantin Markov
Recent Developments in the Russian Speech Recognition Technology. ACIS-ICIS (2010)
Alexey Karpov, Andrey Ronzhin, Konstantin Markov, Milos Zelezný
Viseme-dependent weight optimization for CHMM-based audio-visual speech recognition. INTERSPEECH (2010)
Masahide Sugiyama, Konstantin Markov, Andrey Ronzhin, Victor Budkov, Alexey Karpov, Maria Prischepa
Speech activity and speaker novelty detection methods for meeting processing. ICUMT (2009)
Konstantin Markov, Shun Nakamura
Language identification with dynamic hidden Markov network. ICASSP (2008)
Sakriani Sakti, Konstantin Markov, Satoshi Nakamura
Probabilistic Pronunciation Variation Model Based on Bayesian Network for Conversational Speech Recognition. ISUC (2008)
Sakriani Sakti, Eka Kelana, Hammam Riza, Shinsuke Sakai, Konstantin Markov, Satoshi Nakamura
Development of Indonesian Large Vocabulary Continuous Speech Recognition System within A-STAR Project. IJCNLP (2008)
Konstantin Markov, Satoshi Nakamura
Improved novelty detection for online GMM based speaker diarization. INTERSPEECH (2008)
Konstantin Markov, Satoshi Nakamura
Never-ending learning system for on-line speaker diarization. ASRU (2007)
Sakriani Sakti, Konstantin Markov, Satoshi Nakamura
A method to integrate additional knowledge sources into HMM based on junction tree decomposition. EUSIPCO (2007)
Sakriani Sakti, Konstantin Markov, Satoshi Nakamura
Incorporating Knowledge Sources Into a Statistical Acoustic Model for Spoken Language Communication Systems. IEEE Trans. Computers 56 (9) (2007)
Konstantin Markov, Satoshi Nakamura
Never-ending learning with dynamic hidden Markov network. INTERSPEECH (2007)
Sakriani Sakti, Konstantin Markov, Satoshi Nakamura
An HMM acoustic model incorporating various additional knowledge sources. INTERSPEECH (2007)
Konstantin Markov, Jianwu Dang, Satoshi Nakamura
Integration of articulatory and spectrum features based on the hybrid HMM/BN modeling framework. Speech Commun. 48 (2) (2006)
Konstantin Markov, Satoshi Nakamura
Using Hybrid HMM/BN Acoustic Models: Design and Implementation Issues. IEICE Trans. Inf. Syst. (3) (2006)
Konstantin Markov, Satoshi Nakamura
Forward-backwards training of hybrid HMM/BN acoustic models. INTERSPEECH (2006)
Satoshi Nakamura, Konstantin Markov, Hiromi Nakaiwa, Gen-ichiro Kikui, Hisashi Kawai, Takatoshi Jitsuhiro, Jinsong Zhang, Hirofumi Yamamoto, Eiichiro Sumita, Seiichi Yamamoto
The ATR multilingual speech-to-speech translation system. IEEE Trans. Speech Audio Process. 14 (2) (2006)
Sakriani Sakti, Konstantin Markov, Satoshi Nakamura
A Hybrid HMM/BN Acoustic Model Utilizing Pentaphone-Context Dependency. IEICE Trans. Inf. Syst. (3) (2006)
Sakriani Sakti, Konstantin Markov, Satoshi Nakamura
The use of Bayesian network for incorporating accent, gender and wide-context dependency information. INTERSPEECH (2006)
Sakriani Sakti, Konstantin Markov, Satoshi Nakamura
Incorporation of Pentaphone-Context Dependency Based on Hybrid Hmm/Bn Acoustic Modeling Framework. ICASSP (1) (2006)
Shigeki Matsuda, Takatoshi Jitsuhiro, Konstantin Markov, Satoshi Nakamura
ATR Parallel Decoding Based Speech Recognition System Robust to Noise and Speaking Styles. IEICE Trans. Inf. Syst. (3) (2006)
Sakriani Sakti, Satoshi Nakamura, Konstantin Markov
Improving Acoustic Model Precision by Incorporating a Wide Phonetic Context Based on a Bayesian Framework. IEICE Trans. Inf. Syst. (3) (2006)
Konstantin Markov, Satoshi Nakamura
Modeling Successive Frame Dependencies with Hybrid HMM/BN Acoustic Model. ICASSP (1) (2005)
Sakriani Sakti, Satoshi Nakamura, Konstantin Markov
Incorporating a Bayesian wide phonetic context model for acoustic rescoring. INTERSPEECH (2005)
Konstantin Markov, Satoshi Nakamura, Jianwu Dang
Integration of articulatory dynamic parameters in HMM/BN based speech recognition system. INTERSPEECH (2004)
Satoshi Nakamura, Konstantin Markov, Takatoshi Jitsuhiro, Jinsong Zhang, Hirofumi Yamamoto, Gen-ichiro Kikui
Multi-lingual speech recognition system for speech-to-speech translation. IWSLT (2004)
Rainer Gruhn, Konstantin Markov, Satoshi Nakamura
A statistical lexicon for non-native speech recognition. INTERSPEECH (2004)
Shigeki Matsuda, Takatoshi Jitsuhiro, Konstantin Markov, Satoshi Nakamura
Speech recognition system robust to noise and speaking styles. INTERSPEECH (2004)
Konstantin Markov, Satoshi Nakamura
Hybrid HMM/BN LVCSR system integrating multiple acoustic features. ICASSP (1) (2003)
Konstantin Markov, Jianwu Dang, Yosuke Iizuka, Satoshi Nakamura
Hybrid HMM/BN ASR system integrating spectrum and articulatory features. INTERSPEECH (2003)
Konstantin Markov, Satoshi Nakamura
Modeling HMM state distributions with Bayesian networks. INTERSPEECH (2002)
Konstantin Markov, Seiichi Nakagawa, Satoshi Nakamura
Discriminative training of HMM using maximum normalized likelihood algorithm. ICASSP (2001)