| 2024 | AIMSA | Combining Graph NN and LLM for Improved Text-Based Emotion Recognition. | Xinhao Zou, Konstantin Markov |
| 2022 | FedCSIS | Personality Prediction from Social Media Posts using Text Embedding and Statistical Features. | Seiyu Majima, Konstantin Markov |
| 2020 | ICCS | Medical Image Enhancement Using Super Resolution Methods. | Koki Yamashita, Konstantin Markov |
| 2017 | SoMeT | Unified User-Interface and Protocol for Managing Heterogeneous Deep Learning Services. | Absalom Shu, Konstantin Markov, Alexander Vazhenin, Ruth Cortez, Subhash Bhalla, Shashank Shrestha |
| 2016 | Interspeech | Robust Speech Recognition Using Generalized Distillation Framework. | Konstantin Markov, Tomoko Matsui |
| 2012 | ICASSP | Music genre classification using self-taught learning via sparse coding. | Konstantin Markov, Tomoko Matsui |
| 2010 | Interspeech | Viseme-dependent weight optimization for CHMM-based audio-visual speech recognition. | Alexey Karpov, Andrey Ronzhin, Konstantin Markov, Milos Zelezn |
| 2008 | ICASSP | Language identification with dynamic hidden Markov network. | Konstantin Markov, Shun Nakamura |
| 2008 | IJCNLP | Development of Indonesian Large Vocabulary Continuous Speech Recognition System within A-STAR Project. | Sakriani Sakti, Eka Kelana, Hammam Riza, Shinsuke Sakai, Konstantin Markov, Satoshi Nakamura |
| 2008 | Interspeech | Improved novelty detection for online GMM based speaker diarization. | Konstantin Markov, Satoshi Nakamura |
| 2007 | ASRU | Never-ending learning system for on-line speaker diarization. | Konstantin Markov, Satoshi Nakamura |
| 2007 | Interspeech | Never-ending learning with dynamic hidden Markov network. | Konstantin Markov, Satoshi Nakamura |
| 2007 | Interspeech | An HMM acoustic model incorporating various additional knowledge sources. | Sakriani Sakti, Konstantin Markov, Satoshi Nakamura |
| 2006 | ICASSP | Incorporation of Pentaphone-Context Dependency Based on Hybrid Hmm/Bn Acoustic Modeling Framework. | Sakriani Sakti, Konstantin Markov, Satoshi Nakamura |
| 2006 | Interspeech | Forward-backwards training of hybrid HMM/BN acoustic models. | Konstantin Markov, Satoshi Nakamura |
| 2006 | Interspeech | The use of Bayesian network for incorporating accent, gender and wide-context dependency information. | Sakriani Sakti, Konstantin Markov, Satoshi Nakamura |
| 2005 | ICASSP | Modeling Successive Frame Dependencies with Hybrid HMM/BN Acoustic Model. | Konstantin Markov, Satoshi Nakamura |
| 2005 | Interspeech | Incorporating a Bayesian wide phonetic context model for acoustic rescoring. | Sakriani Sakti, Satoshi Nakamura, Konstantin Markov |
| 2004 | Interspeech | A statistical lexicon for non-native speech recognition. | Rainer Gruhn, Konstantin Markov, Satoshi Nakamura |
| 2004 | Interspeech | Integration of articulatory dynamic parameters in HMM/BN based speech recognition system. | Konstantin Markov, Satoshi Nakamura, Jianwu Dang |
| 2004 | Interspeech | Speech recognition system robust to noise and speaking styles. | Shigeki Matsuda, Takatoshi Jitsuhiro, Konstantin Markov, Satoshi Nakamura |
| 2003 | ICASSP | Hybrid HMM/BN LVCSR system integrating multiple acoustic features. | Konstantin Markov, Satoshi Nakamura |
| 2003 | Interspeech | Hybrid HMM/BN ASR system integrating spectrum and articulatory features. | Konstantin Markov, Jianwu Dang, Yosuke Iizuka, Satoshi Nakamura |
| 2002 | Interspeech | Modeling HMM state distributions with Bayesian networks. | Konstantin Markov, Satoshi Nakamura |
| 2001 | ICASSP | Discriminative training of HMM using maximum normalized likelihood algorithm. | Konstantin Markov, Seiichi Nakagawa, Satoshi Nakamura |