Research field (3)：
Computational science
, Human interfaces and interactions
, Statistical science
Research keywords (5)：
Natural Language Processing
, Neural Networks
, Statistical Modeling
, Music Information Processing
, Speech Recognition
Research theme for competitive and other funds (1)：
2013 - 2016 Study on predictive discrimination of sound data based on spatial-temporal Gaussian processes
Papers (8)：
Julián Villegas, Seunghun J. Lee, Jeremy Perkins, Konstantin Markov. Psychoacoustic features explain creakiness classifications made by naive and non-naive listeners. Speech Communication. 2023. 147. 74-81
Koki Yamashita, Konstantin Markov. Medical image enhancement using super resolution methods. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2020. 12141. 496-508
Julián Villegas, Konstantin Markov, Jeremy Perkins, Seunghun J. Lee. Prediction of Creaky Speech by Recurrent Neural Networks Using Psychoacoustic Roughness. IEEE Journal of Selected Topics in Signal Processing. 2020. 14. 2. 355-366
Absalom Shu, Konstantin Markov, Alexander Vazhenin, Ruth Cortez, Subhash Bhalla, Shashank Shrestha. Unified user-interface and protocol for managing heterogeneous deep learning services. Frontiers in Artificial Intelligence and Applications. 2017. 297. 563-575
