MARKOV Konstantin ＭＡＲＫＯＶＫ

… Alternative Names

Markov Konstantin MARKOV K

MARKOV KONSTANTIN マルコフコンスタンティン

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Researcher Number	80394998
Other IDs
Affiliation (Current)	2025: 会津大学, コンピュータ理工学部, 教授
Affiliation (based on the past Project Information) *help	2020 – 2023: 会津大学, コンピュータ理工学部, 教授 2016 – 2017: 会津大学, コンピュータ理工学部, 上級准教授 2013 – 2015: 会津大学, コンピュータ理工学部, 准教授
Review Section/Research Field	Principal Investigator Basic Section 62020:Web informatics and service informatics-related / Perceptual information processing Except Principal Investigator Basic Section 61030:Intelligent informatics-related / Perceptual information processing
Keywords	Principal Investigator deep learning / machine learning / DNN audio analysis / cough recognition / audio event detection / health informatics / cough monitoring / Particle filter / State-Space Model / Speech Emotion … More / Personality Recognition / Music emotion / Personality Recogniition / Gaussian Process / Neural Networks / Speech emotion … More Except Principal Investigator Machine learning / Corpus acquisition / Machine Learning / Phonation prediction / Psychoacoustics / Machine Learning / Phonation prediction / 音楽情報処理 / 音響信号処理 / 時空間モデリング / ガウス過程 Less

PSYPHON: Psychoacoustic features for Phonation prediction
- Principal Investigator
  
  Villegas Julian
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  The University of Aizu
Development of automatic cough monitoring, measurement and service systemPrincipal Investigator
- Principal Investigator
  
  Markov Konstantin
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 62020:Web informatics and service informatics-related
- Research Institution
  The University of Aizu
Speech based emotional and depressive mental state prediction using Gaussian Process state-space modelsPrincipal Investigator
- Principal Investigator
  
  Markov Konstantin
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Perceptual information processing
- Research Institution
  The University of Aizu
Study on predictive discrimination of sound data based on spatial-temporal Gaussian processes
- Principal Investigator
  
  Matsui Tomoko
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Perceptual information processing
- Research Institution
  The Institute of Statistical Mathematics

All 2024 2023 2017 2016 2015 2014 2013

All Journal Article Presentation Book

[Book] Modern Methodology and Applications in Spatial-Temporal Modeling: Chapter 3 Speech and Music Emotion Recognition Using Gaussian Processes2015
- Author(s)
  Konstantin Markov and Tomoko Matsui
- Total Pages
  111
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-25280067
[Book] Modern Methodology and Applications in Spatial-Temporal Modeling, Chapter 32015
- Author(s)
  Konstantin Markov, Tomoko Matsui
- Total Pages
  109
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-15K00243
[Journal Article] Neural Cough Counter: A Novel Deep Learning Approach for Cough Detection and Monitoring2024
- Author(s)
  Z. Feng, K. Markov, J. Saito, T. Matsui
- Journal Title
  
  IEEE Access (Accepted for publication)
  
  Volume: 0 Pages: 0-0
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K12080
[Journal Article] Psychoacoustic features explain creakiness classifications made by naive and non-naive listeners2023
- Author(s)
  Julian Villegas, Seunghun J. Lee, Jeremy Perkins & Konstantin Markov
- Journal Title
  
  Speech Communication
  
  Volume: 147 Pages: 74-81
- DOI
  10.1016/j.specom.2023.01.006
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K13162, KAKENHI-PROJECT-20K11956
[Journal Article] Dynamic Speech Emotion Recognition with State-Space Models2015
- Author(s)
  Konstantin Markov, Tomoko Matsui, Francois Septier, and Gareth. W. Peters
- Journal Title
  
  Signal Processing Conference (EUSIPCO), 2015 23rd European
  
  Volume: 1 Pages: 2077-2081
- DOI
  10.1109/eusipco.2015.7362750
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280067
[Journal Article] Music Genre and Emotion Recognition Using Gaussian Processes2014
- Author(s)
  Konstantin Markov and Tomoko Matsui
- Journal Title
  
  Access, IEEE
  
  Volume: 2 Pages: 688-697
- DOI
  10.1109/access.2014.2333095
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25280067
[Journal Article] High level feature extraction for the self-taught learning algorithm2013
- Author(s)
  Konstantin Markov and Tomoko Matsui
- Journal Title
  
  EURASIP Journal on Audio, Speech, and Music Processing
  
  Volume: 6 Issue: 1 Pages: 1-12
- DOI
  10.1186/1687-4722-2013-6
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25280067
[Presentation] Deep learning based personality recognition from Facebook status updates2017
- Author(s)
  J.Yu, K.Markov
- Organizer
  IEEE 8th Int. Conf. on Awareness Science and Technology
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00243
[Presentation] Articulatory and Spectrum Features Integration using Generalized Distillation Framework2016
- Author(s)
  J.Yu, K.Markov, T.Matsui
- Organizer
  IEEE Int. Workshop on Machine Learning for Signal Processing
- Place of Presentation
  Salerno, Italy
- Year and Date
  2016-09-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00243
[Presentation] Robust Speech Recognition using Generalized Distillation Framework2016
- Author(s)
  K.Markov, T.Matsui
- Organizer
  Interspeech
- Place of Presentation
  San Francisco, USA
- Year and Date
  2016-09-08
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00243
[Presentation] Dynamic Speech Emotion Recognition with State-Space Models2015
- Author(s)
  Konstantin Markov, Tomoko Matsui
- Organizer
  European Signal Processing Conference
- Place of Presentation
  Nice, France
- Year and Date
  2015-08-31
- Data Source
  KAKENHI-PROJECT-15K00243
[Presentation] Dynamic music emotion recognition using state-space models2014
- Author(s)
  Konstantin Markov and Tomoko Matsui
- Organizer
  MediaEval2014
- Place of Presentation
  スペイン、バルセロナ
- Year and Date
  2014-10-16
- Data Source
  KAKENHI-PROJECT-25280067
[Presentation] Gaussian Processes based Music Information Retrieval2013
- Author(s)
  Konstantin Markov
- Organizer
  STM2013
- Place of Presentation
  統計数理研究所
- Data Source
  KAKENHI-PROJECT-25280067
[Presentation] Music Emotion Recognition using Gaussian Processes2013
- Author(s)
  Konstantin Markov, Motofumi Iwata and Tomoko Matsui
- Organizer
  MediaEval 2013 Workshop
- Place of Presentation
  Barcelona, Spain
- Data Source
  KAKENHI-PROJECT-25280067
[Presentation] Music Genre Classification using Gaussian Process Models2013
- Author(s)
  Konstantin Markov and Tomoko Matsui
- Organizer
  IEEE International Workshop on Machine Learning for Signal Processing
- Place of Presentation
  Southampton, UK
- Data Source
  KAKENHI-PROJECT-25280067

1. Matsui Tomoko (10370090)

# of Collaborated Projects: 3 results

# of Collaborated Products: 12 results
2. TAKEDA KAZUYA (20273295)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. UENO GENTA (40370093)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. PETERS GARETH W. (90763061)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
5. Villegas Julian (50706281)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 李勝勲 (20770134)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 齋藤純平 (50332929)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. IDO NEVAT

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. Perkins Jeremy

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
10. 斎藤純平

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

MARKOV Konstantin ＭＡＲＫＯＶ Ｋ

Markov Konstantin MARKOV K

MARKOV KONSTANTIN マルコフ コンスタンティン

Research Projects

Research Products

Co-Researchers

PSYPHON: Psychoacoustic features for Phonation prediction

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of automatic cough monitoring, measurement and service systemPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Speech based emotional and depressive mental state prediction using Gaussian Process state-space modelsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Study on predictive discrimination of sound data based on spatial-temporal Gaussian processes

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] Modern Methodology and Applications in Spatial-Temporal Modeling: Chapter 3 Speech and Music Emotion Recognition Using Gaussian Processes2015

Author(s)

Total Pages

Publisher

Data Source

[Book] Modern Methodology and Applications in Spatial-Temporal Modeling, Chapter 32015

Author(s)

Total Pages

Publisher

Data Source

[Journal Article] Neural Cough Counter: A Novel Deep Learning Approach for Cough Detection and Monitoring2024

Author(s)

Journal Title

Data Source

[Journal Article] Psychoacoustic features explain creakiness classifications made by naive and non-naive listeners2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Dynamic Speech Emotion Recognition with State-Space Models2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Music Genre and Emotion Recognition Using Gaussian Processes2014

Author(s)

Journal Title

DOI

Data Source

[Journal Article] High level feature extraction for the self-taught learning algorithm2013

Author(s)

Journal Title

DOI

Data Source

[Presentation] Deep learning based personality recognition from Facebook status updates2017

Author(s)

Organizer

Data Source

[Presentation] Articulatory and Spectrum Features Integration using Generalized Distillation Framework2016

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] Robust Speech Recognition using Generalized Distillation Framework2016

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

MARKOV Konstantin ＭＡＲＫＯＶＫ

MARKOV KONSTANTIN マルコフコンスタンティン