Paper list

Journal publications

  1. [LINK] [GTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Implementation of Melodic Morphing based on Generative Theory of Tonal Music”, Journal of New Music Research (JNMR), Vol.51, No.1, pp.86-102, February 2023.
  2. [LINK] Takayuki Nakatsuka, Yukitaka Tsuchiya, Masatoshi Hamanaka, Shigeo Morishima: “Audio-Oriented Video Interpolation Using Key Pose”, International Journal of Pattern Recognition and Artificial Intelligence, Vol.35, No.16, pp.2160016:1-23, 2022.
  3. [LINK] [GTTM] Kouhei Kanamori, Junichi Hoshino, Masatoshi Hamanaka: “類似楽曲の決定木学習に基づく音楽理論GTTMのグルーピング構造検出システム”, The Institute of Electronics Information and Communication Engineers (IEICE) Transactions on Information and Systems, Vol.J100-D, No.1, pp.129-139, 2017.
  4. [LINK] [Drug discovery] Masatoshi Hamanaka, Kei Taneishi, Hiroaki Iwata, Jun Ye, Jianguo Pei, Jinlong Hou, Yasushi Okuno: “CGBVS-DNN: Prediction of Compound-protein Interactions Based on Deep Learning”, Molecular Informatics, Vol.36, Issue1-2, Wiley, 2016.
  5. [PDF] [Wearable device for children’s safety] Shunsuke Kimura, Takuto Matsumoto, Sakurako Yazawa, Junichi Hoshino, SeungHee Lee, Masatoshi Hamanaka: “Child Monitoring Service System Using Indoor Location Detection”,  peer reviewed, Information Processing Society of Japan (IPSJ) 論文誌特選論文, Vol.56, No.3, pp.856-868, 2015.
  6. [PDF (Online Journal) ] [GTTM] [exGTTM] Satoshi Tojo, Keiji Hirata, Masatoshi Hamanaka: “Computational Reconstruction of Cognitive Music Theory”, peer reviewed, New Generation Computing, Vol.31, pp.89-113, January 2013.
  7. [PDF] [Concert Viewing Headphones] Masatoshi Hamanaka, SeungHee Lee: “Concert Scope Headphones”, peer reviewed, Transactions of the Virtual Reality Society of Japan (VRSJ), Vol.18, No.3, pp.227-236, 2013.
  8. [PDF] [BandNavi] Masatoshi Hamanaka, Mikito Yoshiya: “BandNavi: Band-member Backtracker Based on Member History Information”, peer reviewed, Journal of Communication and Computer, Vol.9, No.2, pp.234-241,  2012.
  9. [PDF] [Concert Viewing Headphones] Kazuya Atsuta, Masatoshi Hamanaka, SeungHee Lee: “Concert Viewing Headphones”, peer reviewed, International Journal of Computer Games Technology, Vol. 2011, ID612535, doi:10.1155/2011/612535, 10 pages, 2011.
  10. [PDF] [Wearable device for children’s safety] Masatoshi Hamanaka, Yuichi Murakami, Dahyun Kim, Yuji Miura, Kazuya Atsuta, SeungHee Lee: “System for Detecting Kindergartners’ Potential Emergency Situations”, peer reviewed, Journal of Systemics, Cybernetics and Informatics, Vol.9, No. 2, pp.39-45, 2011.
  11. [PDF] [Shake Guitar] Masatoshi Hamanaka: “iPhone / iTouchを振るだけでメロディが変化する「ShakeGuitar」”, DTM MAGAZINE, Vol.185, pp.98-99, November 2009.
  12. [PDF(JST]  [Concert Viewing Headphones] SeungHee Lee, Yuya Iketsuki, Masatoshi Hamanaka: “TANGIBLE INTERACTION BASED ON KANSEI BEHAVIOR -A DEVELOPMENT OF SOUND SCOPE HEADPHONES-“, peer reviewed, Journal of Japan Society of Kansei Engineering (JSKE), Vol.7, No.4, pp.773-777, 2008.
  13. [PDF] [Sound Scope Headphones] Masatoshi Hamanaka, SeungHee Lee: “Sound Scope Headphones”, peer reviewed, Transactions of the Virtual Reality Society of Japan (VRSJ), Vol.12, No.3, pp.295-304, September 2007.
  14. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Grouping Structure Generator Based on Music Theory GTTM”, peer reviewed, Information Processing Society of Japan (IPSJ) 論文誌, Vol.48, No.1, pp.284-299, January 2007.
  15. [PDF] [GTTM] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Implementing A Generating Theory of Tonal Music”, peer reviewed, Editor’s recommendation paper, Journal of New Music Research (JNMR), Vol.35, No.4, pp.249-277, 2007.
  16. [PDF] [Guitarist Simulator] Masatoshi Hamanaka, Masataka Goto, Hideki Asoh, Nobuyuki Otsu: “Guitarist Simulator: A Jam Session System Statistically Learning Player’s Reactions”, Information Processing Society of Japan (IPSJ) 論文誌, Vol.45, No.3, pp.698-709, March 2004.
  17. [LINK] 上江洲弘明, 津田栄, 箭内美智子, Masatoshi Hamanaka, 稲井田次郎: “ファジィノードファジィグラフ解析とその応用”, peer reviewed, Waseda journal of mathematics education, Vol.19, No.1, pp. 43-47, November 2001.
  18. Masatoshi Hamanaka, 稲井田次郎: “ファジィグラフを応用した曲順の設定法”, (ショートノート), peer reviewed, Waseda journal of mathematics education, Vol. 14, No. 1, pp. 34-39, November 1996.

Publications

  1. [LINK] [Melody Morphing Method] [Melody Slot Machine] Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “Music, Mathematics and Language -The New Horizon of Computational Musicology Opened by Information Science-“, Springer, 2022.
  2. [LINK] [Drone] Masatoshi Hamanaka: “AI活用によるGPSによらないドローンの自律飛行システムの開発”, 人と共生するAI革命 ～活用事例からみる生活･産業･社会の未来展望～, エヌ・ティー・エス, 第2章, 4節, 2019.
  3. [LINK] [Drug discovery] Masatoshi Hamanaka: “in silico創薬におけるスクリーニングの高速化・高精度化技術”より, “第2章　スーパーコンピュータ・人工知能による創薬・育薬の高速化と最適化”, “10節ディープラーニングを用いた化合物—タンパク質の相互作用予測”, 技術情報協会, 2018.
  4. [PDF] [GTTM] [deep GTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “deepGTTM-III: Multi-task Learning with Grouping and Metrical Structures”, Lecture Notes in Computer Science (LNCS), Vol.11265, pp.238-251, Springer, 2018.
  5. [PDF] [GTTM] [deep GTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “deepGTTM-I&II: Local Boundary and Metrical Structure Analyzer based on Deep Learning Technique”, Lecture Notes in Computer Science (LNCS), Vol.10525, pp.3-21, Springer, 2017.
  6. [Publisher link: Springer] [PDF] Masatoshi Hamanaka, Keiji Hirata: “Implementing Methods for Analyzing Music Based on Lerdahl and Jackendoff’s Generative Theory of Tonal Music”, In Computational Music Analysis, David Meredith (Ed.), pp.221-249, Springer, 2016.
  7. [Publisher link: Springer] [PDF] Keiji Hirata, Masatoshi Hamanaka: “An Algebraic Approach to Time-Span Reduction”, In Computational Music Analysis, David Meredith (Ed.), pp.251-270, Springer, 2016.
  8. [Publisher link: Springer]  [PDF] Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “Cognitive Similarity grounded by tree distance from the analysis of K.265/300e”, Papers, Lecture Notes in Computer Science (LNCS) Vol.8905, pp.589-605, Springer, 2014.
  9. [Publisher link: Springer] [PDF] [GTTM] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Computational Music Theory and its Applications to Expressive Performance and Composition”, In Guide to Computing for Expressive Music Performance, Alexis Kirke and Eduardo R. Miranda (Eds), pp.205-234, Springer, 2012.

Comments

  1. [LINK] [Drone] Masatoshi Hamanaka: “高信頼性ドローン: ライダー・陸域観測・人工知能技術が切り拓く未来”, 光アライアンス　2020年12月号, 日本工業出版, 2020.
  2. [LINK] [Drone] Masatoshi Hamanaka: “ライダー・人工知能・陸域観測技術に基づくドローンハイウェイ構想”, ライダー技術特集, OplusE (光学系学術雑誌), Vol. 42, No. 2, 6 pages, 2020.
  3. [LINK] Masatoshi Hamanaka: “Music information processing technology on smartphone device”, Acoustical Society of Japan, Acoustical Science and Technology(AST), Vol. 68, No. 3, pp.148-153, March 2012.
  4. [LINK] Masatoshi Hamanaka: “Music Information Processing and Its Applications to Kansei”, The journal of the Institute of Electronics, Information and Communication Engineers, Vol. 92, No. 11, pp.958-960, November 2009.
  5. [PDF] [Shake Guitar] Masatoshi Hamanaka: “iPhone / iTouchを振るだけでメロディが変化する「ShakeGuitar」”, DTM MAGAZINE. Vol. 185, pp.98-99, November 2009.
  6. Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “計算の視点から音楽の構造を眺めてみると：第5回 計算論的音楽理論の応用(道しるべ)”, Information Processing Society of Japan, IPSJ Magazine, Vol. 49, No. 11, pp.1334-1342, November 2008.
  7. [PDF] Keiji Hirata, Masatoshi Hamanaka: “計算の視点から音楽の構造を眺めてみると : 第4回 音楽理論GTTMの定式化と実装の試み(道しるべ)”, Information Processing Society of Japan, IPSJ Magazine, Vol. 49, No. 10, pp.1208-1215, October 2008.
  8. Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “計算の視点から音楽の構造を眺めてみると : 第1回 計算論的音楽理論について(道しるべ)”, Information Processing Society of Japan, IPSJ Magazine, Vol. 49, No. 7, pp.824-830, July 2008.
  9. [PDF] [GTTM] Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “Techniques for Implementing the Generative Theory of Tonal Music”, the 8th International Society for Music Information Retrieval Conference (ISMIR2007) Tutorial, September 2007.
  10. [PDF] Masatoshi Hamanaka: “＜特集＞工学と芸術を融合する若い息吹: 個性を模倣した仮想演奏者の実現”, peer reviewed, Information Processing Society of Japan, IPSJ Magazine, Vol. 47, No. 4, pp.374-380, April 2006.

Lectures

  1. [LINK] Masatoshi Hamanaka, Takayuki Nakatsuka: “Melody Slot Machine”, 第3回羽倉賞受賞記念講演会, State of the Art Technologies Expression Association, Online, July 13th 2020.
  2. [LINK] Masatoshi Hamanaka: “インタラクション可能な仮想演奏者”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 第127回研究会（音学シンポジウム2020）, Online, June 7th 2020.
  3. Masatoshi Hamanaka: “Melody Slot Machine”, Digital and Cognitive Musicology Lab., EPFL, November 1st 2019.
  4. Masatoshi Hamanaka: “Music Information Technology and Drone”, UK-Japan robotics and AI research collaboration workshops, Alan Turing Institute, September 17th 2019.
  5. [LINK] Masatoshi Hamanaka: “Music information science and AI”, The First Japan-Israel Machine Learning Workshop, Bar-Ilan University, November 19th 2018.
  6. [LINK] Masatoshi Hamanaka, “Applying Deep Learning for Life Science”, Karolinska-SciLifeLab-RIKEN Symposium, SciLifeLab, September 20th 2018.
  7. Masatoshi Hamanaka: “AIと音楽”, 埼玉工科大学AI研究センター記念講演会, Saitama Institute of Technology, April 16 2018.
  8. [LINK] Masatoshi Hamanaka: “Music Structure Analysis based on Deep Learning”, Deep Learning, Theory, Algorithms, and Applications, AIP (Tokyo), March 22th 2018.
  9. [LINK] Masatoshi Hamanaka: “Music Structure Analysis”, 1st Transatlantic-Transpacific Workshop on Machine Learning and Discrete Optimization 2018 (AIP-IIS-ML GT Workshop), Georgia Tech, March 7th 2018.
  10. [PDF] Masatoshi Hamanaka: “History and Perspective on Analysis for the Generative Theory of Tonal Music|”, Lancaster Institute for the Contemporary Arts, December 6th 2017 (Lancaster University).
  11. Masatoshi Hamanaka: “Music Information Inteligence”, UK-Japan IoT Workshop, British Embassy Tokyo, September 7th 2017.
  12. [LINK] Masatoshi Hamanaka: “ディープラーニングに基づくタンパク質と化合物の 相互作用予測”, ワークショップ「人工知能による科学・技術の革新」第1回 データ中心 分子・細胞・神経生物学, グランフロント大阪, April 3rd 2015.

Papers (International)

  1. [LINK] Masatoshi Hamanaka: “Implementation of Melody Slot Machines”, Proceedings of the 30th International Conference on MultiMedia Modeling (MMM2024), Lecture Notes in Computer Science (LNCS), Vol.14557, pp.251-257, Springer, January 2024.
  2. [PDF] Nami Iino, Hiroya Miura, Hideaki Takeda, Masatoshi Hamanaka and Takuichi Nishimura: “Structural Analysis of Utterances during Guitar Instruction”, Proceedings of the 16h International Symposium on Computer Music Multidisciplinary Research (CMMR2023), pp.692-695, November 2023.
  3. [PDF] Masatoshi Hamanaka: “Melody Changing Interfaces for Melodic Morphing”, Proceedings of the 16h International Symposium on Computer Music Multidisciplinary Research (CMMR2023), pp.772-775, November 2023.
  4. [PDF] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “deepGTTM-IV: Deep Learning Based Time-span Tree Analyzer of GTTM”, Proceedings of the 16h International Symposium on Computer Music Multidisciplinary Research (CMMR2023), pp.611-618, November 2023.
  5. [LINK] [PDF] Masatoshi Hamanaka: “MUSIC SCOPE PAD”, the 24th International Society for Music Information Retrieval Conference (ISMIR2023), Late Breaking Demonstration, November 2023.
  6. [LINK] Masatoshi Hamanaka: “Melody Slot Machine II: Sound Enhancement with Multimodal Interface”, Companion Publication of the 25th International Conference on Multimodal Interaction (ICMI2023), Demonstration, pp.119-120, October 2023.
  7. [LINK] Masatoshi Hamanaka: “Melody Slot Machine on iPhone: Dial-type Interface for Morphed Melody: Dial-type Interface for Morphed Melody”, Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology (UIST’23), Demonstration, No.54, pp.1-3, October 2023.
  8. [LINK] Masatoshi Hamanaka: “Melody Slot Machine HD”, ACM SIGGRAPH 2023 Appy Hour, No.3, pp.1-2, July 2023.
  9. [PDF] [ドローン] Masatoshi Hamanaka: “Improving Resolution in Deep Learning-Based Estimation of Drone Position and Direction Using 3D Maps”, Proceedings of the 2023 International Conference on Unmanned Aircraft Systems (ICUAS2023), ThA1.2, pp.433-440, June 2023.
  10. [LINK] [SoundScopePad] Masatoshi Hamanaka: “Sound Scope Pad: Controlling a VR Concert with Natural Movement”, Proceedings of the 2022 International Conference on Multimodal Interaction (ICMI2022), Demonstrations and Exhibits, Demo_1007, pp.730-732, November 2022.
  11. [LINK] [MusicScopePad] Masatoshi Hamanaka: “Music Scope Pad: Video Selecting Interface by Natural Movement in VR Space”, Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology (UIST’22), pp.1-3, October 2022.
  12. [LINK] [SoundScopePhone] Masatoshi Hamanaka: “Sound Scope Phone”, ACM SIGGRAPH 2022 Appy Hour AH-3, No.5, pp.1-2, August 2022.
  13. [LINK] Asuka Hirata, Keitaro Tanaka, Masatoshi Hamanaka, Shigeo Morishima: “Audio-driven Violin Performance Animation With Clear Fingering and Bowing”, ACM SIGGRAPH 2022 Posters, No.7, pp.1-2, July 2022.
  14. [LINK] [SoundScopePad] Masatoshi Hamanaka: “Sound Scope Pad”, Proceedings of the 19th Sound and Music Computing Conference (SMC2022), pp.657-658, June 2022.

  15. [LINK] Hiroya Miura, Masatoshi Hamanaka: “A New Interactive Music System by Fusion of Melody Morphing and Body Movements”, the ACM CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI’22 Extended Abstracts), New Orleans, LA, USA, No.206, pp.1-4, April 2022.

  16. [LINK] [SoundScopePhone] Masatoshi Hamanaka: “Sound Scope Phone: Focus on a Specific Part Using Face and Hand Tracking”, the 22nd International Society for Music Information Retrieval Conference (ISMIR2021), Late Breaking Demonstration, November 2021.
  17. [LINK] [GTTM] [deepGTTM] Masatoshi Hamanaka, Keiji Hirata and Satoshi Tojo: “Time-span Tree Leveled by Duration of Time-span”, the 15th International Symposium on Computer Music Multidisciplinary Research (CMMR2021), pp.155-164, November 2021.
  18. [LINK] Hiroya Miura, Masatoshi Hamanaka: “Deep Augmented Performers: A New Ensemble Performance System by Fusion of Melody Morphing and Body Movements”, Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology (UIST ’21), New York, NY, USA, pp.129-130, October 2021.

  19. [LINK] Hiroya Miura, Masatoshi Hamanaka: “Augmented Percussionists: A New Musical Experience by Fusion of Melody Morphing and Electrical Muscle Stimulation”, Proceedings of the 12th Augmented Human International Conference (AH’21), New York, NY, USA, No.14, pp.1-2, Best Poster Paper Award, May 2021.

  20. [PDF] [exGTTM] Masatoshi Hamanaka, Yui Isono, Keiji Hirata, Satoshi Tojo: “Web-based time-span tree editor and analysis database”, Proceedings of the 17th Sound and Music Computing Conference (SMC2020), pp.338-343, July 2020.
  21. [LINK] Takayuki Nakatsuka, Masatoshi Hamanaka, Shigeo Morishima: “Audio-guided video interpolation via human pose features”, Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP2020), pp.27-35, 2020.
  22. [PDF] [Drone] Masatoshi Hamanaka, Fujio Nakano: “Surface-Condition Detection System of Drone-Landing Space using Ultrasonic Waves and Deep Learning”, Proceedings of 2020 International Conference on Unmanned Aircraft Systems (ICUAS2020), FrB3.1, June 2020.
  23. [LINK] [Melody Slot Machine] Masatoshi Hamanaka: “Melody Slot Machine: A Controllable Holographic Virtual Performer”, Proceedings of the 27th ACM International Conference on Multimedia (MM’19), pp.2468-2477, October 2019.
  24. [LINK] [Melody Slot Machine] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Melody Slot Machine: Controlling the Performance of a Holographic Performer”, Proceedings of the 14th International Symposium on Computer Music Multidisciplinary Research (CMMR2019), pp.502-513, October 2019.
  25. [PDF] Keiji Hirata, Masatoshi Hamanaka, Satoshi Tojo: “Feasibility Study of Deep Frequency Modulation Synthesis”, Proceedings of the 14th International Symposium on Computer Music Multidisciplinary Research (CMMR 2019), pp.526-533, October 2019.
  26. [LINK] [Melody Slot Machine] Masatoshi Hamanaka, Takayuki Nakatsuka, Shigeo Morishima: “Melody Slot Machine”, ACM SIGGRAPH 2019 Emerging Technologies ET-245, July-August 2019.
  27. [PDF] [Melody Slot Machine] Masatoshi Hamanaka: “Melody Slot Machine: Melody Morphing by Using Time-span Tree of GTTM”, International Computer Music Conference (ICMC2019), June 2019.
  28. [PDF] [Drone] Masatoshi Hamanaka: “Optimum Design for Drone Highway Network”, Proceedings of 2019 International Conference on Unmanned Aircraft Systems (ICUAS2019), ThB4.1, June 2019.
  29. [GTTM] [演奏支援] Nami Iino, Mayumi Shimada, Takuichi Nishimura, Hideki Takeda, Masatoshi Hamanaka: “Proposal of an Annotation Method for Integrating Musical Technique Knowledge Using a GTTM Time-Span Tree”, Proceedings of the 25th International Conference on MultiMedia Modeling (MMM2019), Lecture Notes in Computer Science (LNCS), Vol.11295, pp.616-627, Springer, 2019.
  30. [PDF] [Melody Morphing Method] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Applying Melody Morphing Method to Composition”, the 3rd Conference on Computer Simulation of Musical Creativity (CSMC2018), 8 pages, August 2018.
  31. [PDF] [GTTM] [分析データ・ツール] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “GTTM Database and Manual Time-span Tree Generation Tool”, Proceedings of the 15th Sound and Music Computing Conference (SMC2018), pp.462-467, July 2018.
  32. [PDF] [Drone] Masatoshi Hamanaka: “Deep Learning based Area Estimation for Unmanned Aircraft Systems using 3D Map”, Proceedings of 2018 International Conference on Unmanned Aircraft Systems (ICUAS2018), pp.416-423, June 2018.
  33. [PDF] [GTTM] [deep GTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “deepGTTM-III: Simultaneous Learning of Grouping and Metrical Structures”, the 13th International Symposium on Computer Music Multidisciplinary Research (CMMR2017), pp.161-172, September 2017.
  34. [PDF] [GTTM] [分析データ・ツール] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Polyphonic Music Analysis Database Based on GTTM”, the 2nd Conference on Computer Simulation of Musical Creativity (CSMC2017), 8 pages, September 2017.
  35. [PDF] [GTTM] [deep GTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “deepGTTM-II: Automatic Generation of Metrical Structure based on Deep Learning Technique”, the 13th Sound and Music Conference (SMC2016), pp.221-249, 2016.
  36. [PDF] [GTTM] [deep GTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “deepGTTM-I&II: Local Boundary and Metrical Structure Analyzer based on Deep Learning Technique”, 13th International Symposium on Computer Music Multidisciplinary Research (CMMR2016), pp.3-21, July 2016.
  37. [PDF] [GTTM] [deep GTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “deepGTTM-I: Local Boundaries Analyzer based on Deep Learning Technique”, 13th International Symposium on Computer Music Multidisciplinary Research (CMMR2016), pp.8-20, July 2016.
  38. [PDF] [GTTM] Eita Nakamura, Masatoshi Hamanaka, Keiji Hirata, Kazuyoshi Yoshii: “Tree-Structured Probabilistic Model of Monophonic Written Music Based on the Generative Theory of Tonal Music”, Proc, 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.276-280, 2016.
  39. [PDF] [Drug discovery] Masatoshi Hamanaka, Kei Taneishi, Hiroaki Iwata, Yasushi Okuno: “Prediction of Compound-Protein Interactions based on Deep Learning”, Proceeding of The 6th French-Japanese Workshop on Computational Methods in Chemistry, March 2016.
  40. [LINK] [Drug discovery] Masatoshi Hamanaka, Kei Taneishi, J.B. Brown, Yasushi Okuno: “Prediction of compound-protein interactions based on deep-layered learning”, The International Chemical Congress of Pacific Basin Societies 2015 (PACHIFICHEM), December 2015.
  41. [PDF] [σGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Sigma GTTM III: Learning based Time-span Tree Generator based on PCFG”, peer reviewed, Proceedings of The 11th International Symposium on Computer Music Multidisciplinary Research (CMMR 2015), pp.303-317, June 16-19, 2015.
  42. [PDF] [GTTM] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Structural Similarity based on Time-span Sub-trees”, peer reviewed, Proceedings of The 5th International Conference on Mathematics and Computation in Music (MCM2015), June 2015.
  43. [PDF] [σGTTM] Kouhei Kanamori, Masatoshi Hamanaka, Junichi Hoshino: “Method to detect GTTM Local Grouping Boundaries based on Clustering and Statistical Learning”, Proceedings of the 42nd International Computer Music Conference (ICMC2014) joint with the 13th Sound & Music Computing conference (SMC2014), pp.1193-1197, October 2014.
  44. [PDF] [GTTM] [分析データ・ツール] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Musical Structural Analysis Database Based on GTTM”, peer reviewed, Proceedings of the 15th International Conference on Music Information Retrieval Conference (ISMIR2014), pp.325-330, October 2014.
  45. [PDF] [NMF] [Signal processing] Sakurako Yazawa, Masatoshi Hamanaka, Takehito Utsuro: “A Novel Approach to Separation of Musical Signal Sources by NMF”, The 12th IEEE International Conference on Signal Processing, pp.610-615, October 2014.
  46. [PDF] [GTTM] [exGTTM] Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “Algebraic Mozart by Tree Synthesis”, Proceedings of the 42nd International Computer Music Conference (ICMC2014) joint with the 13th Sound & Music Computing conference (SMC2014), pp.991-997, September 2014.
  47. [PDF] [Music Analysis]Sakurako Yazawa, Masatoshi Hamanaka, Takehito Utsuro: “Melody Generation System based on a Theory of Melody Sequences”, International Conference on Advanced Informatics: Concepts, Theory and Applications, pp347-352, August 2014.
  48. [Music Analysis] Sakurako Yazawa, Masatoshi Hamanaka: “Extension of Implication-Realization Model for Subjective Melodic Similarity”, BKN25 Milestones in Music Cognition, July 2014.
  49. [PDF] [GTTM] [exGTTM] Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “Cognitive Similarity Grounded by Tree Distance from the Analysis of K.265/300e”, peer reviewed, Proceedings of  the 10th International Symposium on Computer Music Multidisciplinary Research (CMMR 2013), pp.415-430, October 2013.
  50. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata Satoshi Tojo: “Time-Span Tree Analyzer for Polyphonic Music”, peer reviewed, Proceedings of the10th International Symposium on Computer Music Multidisciplinary Research (CMMR 2013), pp.886-893, October 2013.
  51. [PDF] [Concert Viewing Headphones] Masatoshi Hamanaka, Seunghee Lee: “Concert Scope Headphones”, International Computer Music Conference 2013 (ICMC2013), August 2013.
  52. [PDF] [Wearable device for children’s safety] SeungHee Lee, Dahyun Kim, Shunsuke Kimura, Takuto Matsumoto, Masatoshi Hamanaka: “A Development of safety device for keeping children and the old from the lost”, peer reviewed, International Association of Societies of Design Research (IASDR 2013), 8 pages, August 2013.
  53. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Toward Developing a Polyphonic Music Time-Span Tree Analyzer”, peer reviewed, Mathematics and Computation in Music 2013(MCM2013), June 2013.
  54. [PDF] [Music Analysis] Sakurako Yazawa, Yuhei Hasegawa, Kouhei Kanamori, Masatoshi Hamanaka: “MIREX 2013 SYMBOLIC MELODIC SIMILARITY: Melodic Similarity based on Extension Implication-Realization Model “, MIREX 2013 Symbolic Melodic Similarity Results, 2013.
  55. [PDF] [Twitarcker] Masatoshi Hamanaka, Mikito Yoshiya, Syuhei Yoshida: “Constructing Music Applications for Smartphones”, peer reviewed, Proceedings of the 2011 International Computer Music Conference (ICMC2011), pp.308-311, August 2011.
  56. [PDF] [Melody Morphing Method] Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “Melodic Morphing Algorithm in Formalism”, peer reviewed, Mathematics and Computation in Music(MCM), Third International Conference, pp.338-341, 2011.
  57. [Wearable device for children’s safety] Yuichi Murakami, Masatoshi Hamanaka: “XBee Array : Direction-of-Arrival Estimator for Low Power Localization System”, peer reviewed, International Symposium on EcoTopia Science 2011, pp.101, 2011.
  58. [Wearable device for children’s safety] SeungHee Lee, SeungGi Hong, Masatoshi Hamanaka, Yuichi Murakami: “The Onigiri Machine : Development of Wearable Device by Kid’s Friendly Design for Children’s Safety”, peer reviewed, Proceedings of the 4th World Conference on Design Research (IASDR2011), pp.70-75, 2011.
  59. [LINK] [Concert Viewing Headphones] Sawako Miyashita, Masatoshi Hamanaka, SeungHee Lee: “CONCERT VIEWING HEADPHONES” , peer reviewed, International Conference on Advances in Computer Entertainment Technology(ACE2010), pp.108-109, November 2010.
  60. [PDF] [Wearable device for children’s safety] Masatoshi Hamanaka, Yuichi Murakami, Atsushi Usami, Yuji Miura, SeungHee Lee: “System for Detecting Kindergartners’ Potential Emergency Situations”, peer reviewed, World Multi-Conference on Systemics, Cybernetics and Informatics 2010 (WMSCI2010), Vol.I, pp.296-301, July 2010.
  61. [PDF] [Wearable device for children’s safety] SeungHee Lee, Masatoshi Hamanaka, Yoshiki Iwamoto, Dahyun Kim: “Heart-rate Response to Simulated Anxious Events-Development of kid’s Friendly wearable device for children’s safety-“, peer reviewed, Design and Emotion Conference 2010, Chicago, USA, 2010.
  62. [PDF] [Orchestra to Piano] Sho Onuma, Masatoshi Hamanaka: “PIANO ARRANGEMENT SYSTEM BASED ON COMPOSERS’ ARRANGEMENT PROCESSES”, peer reviewed, Proceedings of International Computer Music Conference 2010, pp.191-194, 2010.
  63. [PDF] [Wearable device for children’s safety] SeungHee Lee, JaHee Sohn, Atsushi Usami, Masatoshi Hamanaka: “Development of Wearable Device by Kid’s Friendly Design for Kid’s Safety”, peer reviewed, Human Computer Interaction 2010, pp.80-85, Brisbane, Australia, 2010.
  64. [PDF] [GTTM] [分析データ・ツール] Masatoshi Hamanaka, Satoshi Tojo: “Interactive GTTM Analyzer”, peer reviewed, Proceedings of the 10th International Conference on Music Information Retrieval Conference (ISMIR2009), pp.291-296, October 2009.
  65. [PDF] [GTTM] [σGTTM] Yuji Miura, Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Use of Decision Tree to Detect GTTM Group Boundaries”, peer reviewed, Proceedings of the 2009 International Computer Music Conference (ICMC2009), pp.125-128, August 2009.
  66. [PDF] [Sound Scope Headphones] Masatoshi Hamanaka, SeungHee Lee: “Sound Scope Headphones”, peer reviewed, ACM SIGGRAPH 2009 Talks TK-201 /Emerging Technologies ET-201, August 2009.
  67. [PDF] [Melody Morphing Method] [exGTTM] [FATTA] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Melody Extrapolation in GTTM Approach”, peer reviewed, Proceedings of the 2009 International Computer Music Conference (ICMC2009), pp.89-92, August 2009.
  68. [PDF] [FATTA] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Melody Expectation Method Based on GTTM and TPS”, peer reviewed, Proceedings of the 9th International Conference on Music Information Retrieval Conference (ISMIR2008), pp.107-112, September 2008.
  69. [PDF] [Melody Morphing Method] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Melody Morphing Method Based on GTTM”, peer reviewed, Proceedings of the 2008 International Computer Music Conference (ICMC2008), pp.155-158, August 2008.
  70. [PDF] [exGTTM] Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “Techniques for Implementing the Generative Theory of Tonal Music”, the 8th International Society for Music Information Retrieval Conference (ISMIR2007) Tutorial, September, 2007.
  71. [PDF] [FATTA] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “FATTA: Full Automatic Time-span Tree Analyzer”, peer reviewed, Proceedings of the 2007 International Computer Music Conference (ICMC2007), Vol.1, pp.153-156, August 2007.
  72. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “ATTA: Implementing GTTM on a Computer”, peer reviewed, Proceedings of ISMIR, pp.285-286, 2007.
  73. [PDF] [GTTM] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Implementing A Generating Theory of Tonal Music”, peer reviewed, Editor’s recommendation paper, Journal of New Music Research (JNMR), Vol.35, No.4, pp.249-277, 2007.
  74. [exGTTM] Yoshinori Oka, Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Optimal Parameter Set Acquisition for exGTTM”, Proceedings of Music-AI 2007, pp.95-106, 2007.
  75. [PDF] [Sound Scope Headphones] Masatoshi Hamanaka, SeungHee Lee: “Sound Scope Headphones: Controlling an Audio Mixer through Natural Movement”, peer reviewed, Proceedings of the 2006 International Computer Music Conference (ICMC2006), pp.155-158, November 2006.
  76. [PDF] [Music Scope Headphones] Masatoshi Hamanaka, SeungHee Lee: “Music Scope Headphones: Natural User Interface for Selection of Music”, peer reviewed, Proceedings of the 2006 International Conference on Music Information Retrieval (ISMIR2006), pp.302-307, September 2006.
  77. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “ATTA: Automatic Time-span Tree Analyzer Based on Extended GTTM”, peer reviewed, Proceedings of the 6th International Conference on Music Information Retrieval Conference (ISMIR2005), pp.358-365, September 2005.
  78. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Automatic Generation of Metrical Structure Based on GTTM”, peer reviewed, Best Paper Award, Proceedings of the 2005 International Computer Music Conference (ICMC2005), pp.53-56, September 2005.
  79. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Automatic Generation of Grouping Structure based on the GTTM”, peer reviewed, Proceedings of the 2004 International Computer Music Conference (ICMC2004), pp.141-144, November 2004.
  80. [PDF] [Learning-based Quantization] Masatoshi Hamanaka, Masataka Goto, Hideki Asoh, Nobuyuki Otsu: “A Learning-Based Quantization: Unsupervised Estimation of the Model Parameters”, peer reviewed, Proceedings of the 2003 International Computer Music Conference (ICMC2003), pp.369-372, October 2003.
  81. [PDF] [Guitarist Simulator] Masatoshi Hamanaka, Masataka Goto, Hideki Asoh, Nobuyuki Otsu: “A Learning-Based Jam Session System that Imitates a Player’s Personality Model”, peer reviewed, Proceedings of the 2003 International Joint Conference on Artificial Intelligence (IJCAI2003), pp.51-58, August 2003.
  82. [PDF] [An Automatic Grouping of Polyphony] Masatoshi Hamanaka, Keiji Hirata: “Applying Voronoi Diagrams in the Automatic Grouping of Polyphony”, peer reviewed, Forum on Information Technology (FIT2002), Vol.1, No.1, pp.101-102, September 2002.
  83. [PDF] [Guitarist Simulator] Masatoshi Hamanaka, Masataka Goto, Nobuyuki Otsu: “Learning-Based Jam Session System for A Guitar Trio”, peer reviewed, Proceedings of the 2001 International Computer Music Conference (ICMC2001), pp.467-470, September 2001.
  84. [PDF] [Learning-based Quantization] Masatoshi Hamanaka, Masataka Goto, Hideki Asoh, Nobuyuki Otsu: “A Learning-Based Quantization: Estimation of Onset Times in a Musical Score”, peer reviewed, 最優秀論文賞, World Multi-Conference on Systemics, Cybernetics and Informatics 2001 (SCI2001), Vol.X, pp.374-379, July 2001.

Papers (Domestic)

  1. Masatoshi Hamanaka: “GTTMに基づくメロディレンダリング法”, The 22nd Forum on Information Technology (FIT2023), CE-012, September 2023.
  2. [LINK] Masatoshi Hamanaka: “deepGTTM-IV:深層学習に基づくタイムスパン木分析器”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2023-MUS-138, Vol.2023, No.14, 9 pages, Best presentation Award in Best Research Section, August 2023.
  3. [LINK] Hiroya Miura, Masatoshi Hamanaka: “Development of a Baton Interface that Enables Manipulation of Movement Parameters of Performers using Electrical Muscle Stimulation”, Information Processing Society of Japan (IPSJ) Entertainment Computing (EC2023) 論文集, EC2023, pp.125-130. August 2023.
  4. [PDF] [MelodySlotMachineHD] Masatoshi Hamanaka: “MelodySlotMachineHD”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report Vol. 2023-MUS-137 No.13, 7pages, June 2023.
  5. [LINK] [SoundScopePhone] Masatoshi Hamanaka: “第5回羽倉賞受賞記念招待講演 サウンドスコープフォン”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2022-MUS-135, Vol.2022, No.1, 2 pages, September 2022.
  6. [LINK] [SoundScopePad] Masatoshi Hamanaka: “Sound Scope Pad” Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2022-SLP-142, Vol.2022, No.11, 5 pages, June 2022.
  7. [PDF] Nami Iino, Hiroya Miura, Hideaki Takeda, Masatoshi Hamanaka, Takeuchi Nishimura: “Structural Analysis of Audio Information in Musical Performance Instruction”, JSAI2022 the 36th Annual Conference of the Japanese Society for Artificial Intelligence, 2K4-GS-10-04, 3 pages, June 2022.
  8. [LINK] Keiji Hirata, Tetsuro Kitahara, Shintaro Imai, Satoshi Tojo, Aiko Uemura, Masatoshi Hamanaka, Masaki Matsubara, Hidefumi Ohmura, Ryo Hatano, Shun Sawada, Nao Aoki: “国際会議CMMR 2021開催報告”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2022-MUS-133, Vol.2022, No.2, 7 pages, January 2022.
  9. [LINK] Hiroya Miura, Masatoshi Hamanaka: “Deep Augmented Performers: A New Musical Experience by Fusion of Melody Morphing and Body Movements”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2021-MUS-132, Vol.2021, No.4, 8 pages, Best Presentation Award in Best Multi/Interdisciplinary Section, September 2021.
  10. [LINK] [SoundScopePhone] Masatoshi Hamanaka: “Sound Scope Phone”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2021-MUS-131, Vol.2021, No.61, 3 pages, June 2021.
  11. Nami Iino, Hiroya Miura, Hideaki Takeda, Masatoshi Hamanaka, Takeuchi Nishimura: “楽器指導の音声情報から見るインタラクティブな教授学習についての考察 – クラシックギターのレッスンを事例として -“, the 9th Annual Japanese Conference of Society for Serviceology, pp.2-11, March 2021.
  12. [PDF] Masatoshi Hamanaka: “Interactive Virtual Performer”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2020-MUS-127, Vol.2020, No.9, 2 pages, May 2020.
  13. [PDF] [GTTM] Nami Iino, Masatoshi Hamanaka, Takuichi Nishimura, Hideaki Takeda: “Music Analysis with focusing on Techniques by using the Guitar Rendition Ontology”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2019-MUS-124, Vol.2019, No.13, 6 pages, August 2019.
  14. [PDF] [GTTM] Mizuki Kobayashi, Masatoshi Hamanaka: “Improvement of GTTM Melody Morphing Method: Before and After Composing Marimba Pieces”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2019-MUS-123, Vol.2019, No.40, 5 pages, June 2019.
  15. [PDF] [GTTM] [演奏支援] Nami Iino, Mayumi Shimada, Takuichi Nishimura, Masatoshi Hamanaka: “Annotation Method for Supporting Instrument Performance using GTTM Time-Span Tree”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2018-MUS-120, Vol.2018, No.22, 6 pages, Best Presentation Award, August 2018.
  16. [PDF] [Drone] Masatoshi Hamanaka: “Drone Flying Area Estimation Method based on Deep Learning II”, JSAI2018 the 32th annual conference of the Japanese Society for Artificial Intelligence, 2M3-01, June 2018.
  17. [PDF] [GTTM] [deep GTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “deepGTTM-III: Automatic Acquisition of Grouping and Metrical Structures”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2017-MUS-116, Vol.2017, No.16, 6 pages, August 2017.
  18. [PDF] Satoshi Tojo, Keiji Hirata, Hamanaka Masatoshi, Katashi Nagao, Tetsuro Kitahara, Hidefumi Ohmura, Masaki Matsubara, Kazuyoshi Yoshii: “Computational Model of Music Recognition, Based on Statistical Grammar Theory and Constructive Semantics”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2016-MUS-112, Vol.2016, No.4, 6 pages, July 2016.
  19. [PDF(AIgakkai)] [GTTM] [deep GTTM] Eita Nakamura, Masatoshi Hamanaka, Keiji Hirata, Kazuyoshi Yoshii: “Tree-Structured Probabilistic Model of Melodic Musical Notes Based on GTTM”, JSAI2016 the 30th annual conference of the Japanese Society for Artificial Intelligence, 3G4-OS-15b-4, June 2016.
  20. [PDF] [GTTM] [deep GTTM] Masatoshi Hamanaka: “deepGTTM-I: Local Groping Boundary Analyzer based on Deep Learning”, JSAI2016 the 30th annual conference of the Japanese Society for Artificial Intelligence, 3G4-OS-15b-3, June 2016.
  21. [PDF] [Drone] Masatoshi Hamanaka, Hideki Shiomi, Yuichi Oda: “Drone Flying Area Estimation Method based on Deep Learning”, JSAI2016 the 30th annual conference of the Japanese Society for Artificial Intelligence, 3E4-5, June 2016.
  22. [LINK] [GTTM] [deep GTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Drone Flying Area Estimation Method based on Deep Learning”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2016-MUS-112, Vol.2016, No.5, pp. 1-8, March 2016.
  23. [PDF] [Drone] Masatoshi Hamanaka, Fujio Nakano: “ドローンの自動運転・管制を実現する位置検出手法: ディープラーニングに基づく飛行エリアの推定”, The 78th National Convention of Information Processing Society of Japan, 3B-05, March 2016.
  24. [PDF] [Drone] Masatoshi Hamanaka, Hideki Shiomi: “ドローン飛行網の最適設計手法”, The 78th National Convention of Information Processing Society of Japan, 1B-04, March 2016.
  25. [PDF] [σGTTM] Kouhei Kanamori, Masatoshi Hamanaka, Junichi Hoshino: “System to Analyze Music Structure Based on Music Theory GTTM Using Clustering and Machine Learning”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2016-MUS-110-18, Vol. 2016, No.18, March 2016.
  26. [PDF] [Drug discovery] Masatoshi Hamanaka, 種石慶, 岩田浩明, 奥野恭史: “ディープラーニングに基づく化合物とタンパク質の相互作用予測”, 第38回ケモインフォマティクス討論会, O10, pp. 46-49, October 2015.
  27. [PDF] [σGTTM] Masatoshi Hamanaka: “σGTTM IIIの構築”, JSAI2015 the 29th annual conference of the Japanese Society for Artificial Intelligence, 2C5-OS-21b-1, May 2015.
  28. [PDF] [Structures of films] Seiko Takeuchi, Masatoshi Hamanaka, Junichi Hoshino: “Method of structuring a film based on the Generative Theory of Tonal Music”, Information Processing Society of Japan (IPSJ), Human-Computer Interaction, 2015-HCI-162, No. 6, 8 pages, March 2015.
  29. [PDF] [Drug discovery] Masatoshi Hamanaka, 種石慶, J.B.Brown, 奥野恭史: “深層学習に基づくタンパク質と化合物の相互作用予測”, The 77th National Convention of Information Processing Society of Japan 大会優秀賞Best Paper Award of IPSJ National Convention, 2015.
  30. [LINK] [信号処理] Yoshiyuki Kushibe, Toshiaki Takita, Masatoshi Hamanaka, Sakurako Yazawa, Junichi Hoshino: “楽曲構造解析への統計的機械学習法の適応”, 信学技報, vol. 114, no. 502, IBISML2014-89, pp. 31-38, March 2015.
  31. [PDF] [exGTTM] Masatoshi Hamanaka: “Musical Structural Analysis Database based on Generative Theory of Tonal Music”, JSAI2014 the 28th annual conference of the Japanese Society for Artificial Intelligence, 1K5-OS-07b-5, May 2014.
  32. [PDF] [Structures of films] [exGTTM] Seiko Takeuchi, Masatoshi Hamanaka: “Structure of the film based on the music theory”, JSAI2014 the 28th annual conference of the Japanese Society for Artificial Intelligence, 1K5-OS-07b-4, May 2014.
  33. [PDF] [Music Analysis] Sakurako Yazawa, Masatoshi Hamanaka: “Melody Generation system based on Music Theory”, JSAI2014 the 28th annual conference of the Japanese Society for Artificial Intelligence, 4G1-5, May 2014.
  34. [PDF] [Orchestra to Piano] 國澤佳代, Masatoshi Hamanaka, 星野聖: “ピアノ演奏時の手指画像を用いた接鍵検出法”, The 76th National Convention of Information Processing Society of Japan, 2014-IPSJ-76, 5Q-5, 2 pages, March 2014.
  35. [PDF] [Structures of films] [exGTTM] Seiko Takeuchi, Masatoshi Hamanaka: “音楽理論に基づく映画の要約映像生成手法”, The 76th National Convention of Information Processing Society of Japan, 2014-IPSJ-76, 5ZD-7, 2 pages, March 2014.
  36. [PDF] [Wearable device for children’s safety] Shunsuke Kimura, Takuto Matsumoto, Masatoshi Hamanaka, SeungHee Lee: “屋内施設における迷子防止サービスの構築”, The 76th National Convention of Information Processing Society of Japan, 2014-IPSJ-76, 6V-8, 2 pages, March 2014.
  37. [LINK] [NMF] Tomoaki Asakawa, Masatoshi Hamanaka: “Separation of music signal sources by NMF based on preservation of spectrum envelope”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2014-MUS-102, No.16, 6 pages, February 2014.
  38. [LINK] [σGTTM] Kouhei Kanamori, Masatoshi Hamanaka: “Music Theory based on Clustering and Statistical Learning σGTTM II:Detection of Local Grouping Boundary”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2014-MUS-102, No.2, 7 pages, February 2014.
  39. [LINK] [Music Analysis] Sakurako Yazawa, Masatoshi Hamanaka: “Extension Implication-Realization Model for Subjectivity Melodic Similarity”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2014-MUS-102, No.1, 5 pages, February 2014.
  40. [PDF] [パラメータ処理] Toshiaki Takita, Yoshiyuki Kushibe, Sakurako Yazawa, Junichi Hoshino, Masatoshi Hamanaka：”MIDI tone parameter value estimation of the input instrument audio signal based on deep learning”, The 13th Forum on Information Technology (FIT2014), 2014.
  41. [PDF] [Wearable device for children’s safety] Shunsuke Kimura, Takuto Matsumoto, Masatoshi Hamanaka, SeungHee Lee: “Construction of Indoor Location based Service For Searching Lost Child”, The 12th Forum on Information Technology (FIT2013), RO-019, 7 pages, September 2013.
  42. [PDF] [BandNaviHD] Shingo Sawada, Masatoshi Hamanaka: “Extraction of Band Members from Sentence and List Structure on the Web”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2013-MUS-98, No.9, 6 pages, March 2013.
  43. [PDF] [Wearable device for children’s safety] Takuto Matsumoto, Masatoshi Hamanaka, SeungHee Lee: “XBeeを用いた屋内位置検出の吹き抜け構造における精度改善”, The 75th National Convention of Information Processing Society of Japan, 2013-IPSJ-75,4Y-2, pp.457-458, March 2013.
  44. [PDF] [Wearable device for children’s safety] Shunsuke Kimura, Masatoshi Hamanaka, SeungHee Lee: “XBeeを用いた確率モデルに基づく位置推定手法”, The 75th National Convention of Information Processing Society of Japan, 2013-IPSJ-75,4Y-1, pp.455-456, March 2013.
  45. [PDF] [Discussion-Structure-Editor] 三浦寛也, 冨樫健太, Masatoshi Hamanaka, Katashi Nagao, Satoshi Tojo, Keiji Hirata: “音楽理論を応用したディスカッションマイニングにおけるタイムスパン木と延長木の自動生成について”, Information Processing Society of Japan (IPSJ), SIG Digital Contents Creation, Vol.2013-DCC-3, No.10, January 2013.
  46. [PDF] [Discussion-Structure-Editor] Tomoyuki Oshima, Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo, Katashi Nagao: “Development of the Discussion Structure Editor for Discussion Mining based on Music Theory “, Information Processing Society of Japan (IPSJ), SIG Digital Contents Creation, 2013-DCC-03, No.11, 7 pages, January 2013.
  47. [PDF] [Music Analysis] Sakurako Yazawa, Hiroko Terasawa, Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka：”Analysis the chain structures　of Implication-Realization Model in a melody”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2012-MUS94SLP90, No.32, February 2012.
  48. [PDF] [NMF] Tomoaki Asakawa, Masatoshi Hamanaka: “System to support making score of guitar solo in popular music”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2012-MUS-94, No.28, 5 pages, February 2012.
  49. [PDF] [PDF] [BandNaviHD] Shingo Sawada, Mikito Yoshiya, Masatoshi Hamanaka: “Web上からの段階的なイベント情報特定によるバンドメンバーの経歴自動収集”, The 73th National Convention of Information Processing Society of Japan, 1N-1, pp.661-662, March 2011.
  50. [PDF] [Concert Viewing Headphones] Sawako Miyashita, Kazuya Atsuta, Atsushi Usami, Masatoshi Hamanaka, SeungHee Lee: “CONCERT VIEWING HEADPHONES: An Audiovisual Interface for Concert Viewing”, Information Processing Society of Japan (IPSJ), Interaction2011, 3INH-5, pp.691-694, 2011.
  51. [PDF] [BandNavi] Mikito Yoshiya, Atsushi Usami, Masatoshi Hamanaka: “BandNavi: Artists Discovery System using Member Change Information”, peer reviewed, Japan Society for Software Science and Technology, The 18th Workshop on Interactive Systems and Software (WISS 2010), pp.29-34, December 2010.
  52. [PDF] [Music Analysis] Sakurako Yazawa, Hiroko Terasawa, Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “Identifying the basic structures of Implication-Realization Model in a melody”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2010-MUS-87, No.1, October 2010.
  53. [PDF] [Wearable device for children’s safety] Kazuya Atsuta, Masatoshi Hamanaka, SeungHee Lee: “Privacy protection method for system of monitoring safety”, IEICE Technical Report, Vol.110, No.219, pp. 37-40, October 2010.
  54. [PDF] [FATTA] Satoru Nishida, Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Melody Generation Method using tree structure of GTTM”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2010-MUS-86, No.23, July 2010.
  55. [PDF] [Twitarcker] Shuhei Yoshida, Atsushi Hoshino, Masatoshi Hamanaka: “Twitter based composing system for remote people”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2010-MUS-86, No.19, 6 pages, July 2010.
  56. [PDF] [Artists Discovery System] Mikito Yoshiya, Atsushi Usami, Masatoshi Hamanaka: “BandNavi: Artists Discovery System using Member Change Information”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report MUS-86-16, July 2010.
  57. [PDF] [Melody Morphing Method] Keiji Hirata, Satoshi Tojo, Masatoshi Hamanaka: “The formal verification of the melody morphing algorithm”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2010-MUS-85-4, Vol.2010, May 2010.
  58. [PDF] [Orchestra to Piano] Yuichi Murakami, Masatoshi Hamanaka: “メロディの内挿手法に基づく作曲支援システム”, The 72th National Convention of Information Processing Society of Japan, 1T-8, pp.141-142, March 2010.
  59. [PDF] [Wearable device for children’s safety] Atsushi Usami, 孫慈禧, Masatoshi Hamanaka, SeungHee Lee: “子どもの危険状態検出システムの構築に向けたウェアラブルデバイスの実装”, The 72th National Convention of Information Processing Society of Japan, 3ZD-8, pp.523-524, March 2010.
  60. [PDF] [Wearable device for children’s safety] Yuji Miura, Masatoshi Hamanaka, 岩本義輝, SeungHee Lee: “ウェアラブルセンサを用いた子どもの行動識別”, The 72th National Convention of Information Processing Society of Japan, 1ZD-6, pp.483-484, March 2010.
  61. [PDF] [Wearable device for children’s safety] Kazuya Atsuta, 孫慈禧, Masatoshi Hamanaka, SeungHee Lee: “ウェアラブルデバイスにおける音声プライバシー保護システム”, The 72th National Convention of Information Processing Society of Japan, 5U-1, pp.275-276, March 2010.
  62. [PDF] [FATTA] Satoru Nishida, Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “An interactive method for generating a melody with similar musical structure”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS), 2010-MUS-84, No.4, February 2010.
  63. [PDF] [LINK] [Orchestra to Piano] 大沼翔, Masatoshi Hamanaka: “編曲作業の時系列分析‐オーケストラ譜からピアノ譜への変換”, The 71th National Convention of Information Processing Society of Japan, 09-IPSJ-71-2, pp.2.227-2.228, March 2009.
  64. [PDF] [Artists Discovery System] Mikito Yoshiya, Atsushi Usami, Masatoshi Hamanaka: “Construction and Application of Band-Network using Member Information”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2009-MUS-82-5, 2009.
  65. [PDF] [FATTA] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Melody Expectation Method based on FATTA”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2008-MUS-76-9, Vol.2008, No.78, pp.45-50, August 2008.
  66. [PDF] [σGTTM] Yuji Miura, Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Music Theory based on Statistical Learning σGTTM: Detection of Local Grouping Boundary”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2008-MUS-76-14, Vol.2008, No.78, pp.75-82, August 2008.
  67. [PDF] [Fingering Simulator] Souta Fujii, Masatoshi Hamanaka, Shoichi Hasegawa: “Fingering Simulator: Guitar Fingering Estimation from Monophony”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report2008-MUS-076-28, Vol.2008, No.78, pp.167-172 August 2008.
  68. [PDF] [Melody Morphing Method] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Melody Morphing Method based on Time-span Tree”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2008-MUS-74-19, Vol.2008, No.12, pp.107-112, February 2008.
  69. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “Full Automation of Time-span Tree Analyzer”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2007-MUS-71-16, Vol.2007, No.81, pp.93-98, August 2007.
  70. [PDF] [Music Scope Headphones] Masatoshi Hamanaka, SeungHee Lee: “Music Scope Headphones: Audio Only Interface for Selecting Songs”, peer reviewed, Japan Society for Software Science and Technology, The 14th Workshop on Interactive Systems and Software (WISS 2006) 論文集, pp.77-82, December 2006.
  71. [PDF] [Sound Scope Headphones] Masatoshi Hamanaka, SeungHee Lee: “Sound Scope Headphone: Headphone Device for Controlling Audio Mixer”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2006-MUS-64-5, Vol.2006, No.19, pp.23-29, February 2006.
  72. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “ATTA: Automatic Time-span Tree Analyzer based on exGTTM”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2005-MUS-61-4, Vol.2005, No.82, pp.19-26, August 2005.
  73. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “An Automatic Music Analyzing System based on GTTM: Acquisition of Grouping Structures and Metrical Structures”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2004-MUS-56-1, Vol.2004, No.84, pp.1-8, August 2004.
  74. [PDF] [exGTTM] Masatoshi Hamanaka, Keiji Hirata, Satoshi Tojo: “An Implementation of Grouping Rules of the GTTM: Introducing of Parameters for Controlling Rules”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2004-MUS-55-1, Vol.2004, No.41, pp.1-8, May 2004.
  75. [PDF] [Guitarist Simulator] Masatoshi Hamanaka, Masataka Goto, Hideki Asoh, Nobuyuki Otsu: “A Learning Session System: Acquisition of Player’s Musical Phrases “, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2002-MUS-47-13, Vol.2002, No.100, pp.71-78, October 2002.
  76. [PDF] [Learning-based Quantization] Masatoshi Hamanaka, Masataka Goto, Hideki Asoh, Nobuyuki Otsu: “A probabilistic-model-based Quantization Method for Estimating the Position of Onset Time in a Score”, peer reviewed, Information Processing Society of Japan (IPSJ) 論文誌, Vol.43, No.2, pp.234-244, February 2002.
  77. [PDF] [Learning-based Quantization] Masatoshi Hamanaka, Masataka Goto, Hideki Asoh, Nobuyuki Otsu: “A Learning Based Quantization: Estimating the Position of Onset Time in a Score”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2001-MUS-40-4, Vol.2001, No.45, pp.21-28, May 2001.
  78. [PDF][Guitarist Simulator] Masatoshi Hamanaka, Masataka Goto, Nobuyuki Otsu: “A Learning Session System: Statistical Modeling of Player’s Reactions”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2000-MUS-34-5, Vol.2000, No.19, pp.27-34, February 2000.

Presentations

  1. [PDF] Masatoshi Hamanaka: “メロディスロットマシンII: マルチモーダルインタフェースに基づくパート音強調”, Japan Society for Software Science and Technology, the 31st Workshop on Interactive Systems and Software (WISS 2023), November 2023.
  2. [LINK] Masatoshi Hamanaka: “サウンドスコープパッド”, Information Processing Society of Japan (IPSJ) Entertainment Computing (EC2023), August 2023.
  3. [PDF] [Orchestra to Piano] Tomoyasu Nakano, Sho Onuma,Tae Hun Kim, Yoshifumi Kurosawa,Yuri Saito, Yoshinori Saito, Kenta Okumura, Shunji Tanaka, Masatoshi Hamanaka, Keiichiro Hoashi, Tsuyoshi Moriyama, Shuhei Yoshida, Mikito Yoshiya, Daichi Ando: “Demonstrations: Introduction of Research on Music Informatics IX”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report MUS86-21, July 2010.
  4. [PDF] Daichi Ando, Katsuhiko Kaji, Kentaro Kitaichi, Kaori Kusama, Kazuya Sato, Yoshinari Takegawa, Masatoshi Hamanaka, Satoru Fukayama, Masaki Matsubara: “Demonstrations: Introduction of Research on Music Informatics VII”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2009-MUS81-22, July 2009.
  5. [PDF] Tomoyasu Nakano, Nao Fukushima, Keisuke Ogawa, Kouki Hayafuchi, Shohei Kajiwara, Masatoshi Hamanaka, Mamoru Ichise, Yasuhiro Kazumori, Yusuke Hashimoto, Hiromi Ishizaki, Ryo Kanda, Yutaka Tomibayashi, Shigeyuki Hirai, Akio Watanabe, Daichi Ando, Yoshinari Takegawa: “Demonstrations: Introduction of Research on Music Information Processing VI”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2008-MUS-76-18, Vol.2008, No.78, pp.103-112, August 2008.
  6. [PDF] Ryuichi Nisimura, Joichi Ito, Yoshinori Uchimura, Masato Kawazoe, Hideki Kenmochi, Masatoshi Hamanaka, Kenichi Miyamoto, Akira Umemoto, Masanori Morise, Tomoyasu Nakano, Yasunori Ohishi, Ryoei Takahashi, Kenzi Noike, Tomoki Toda, Katsuhiko Kaji: “デモンストレーション: 音声・音楽情報処理の研究紹介”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2008-MUS-74-11, Vol.2008, No.12, pp.59-66, February 2008.
  7. [PDF] Masatoshi Hamanaka: “Toward developing a Virtual Live House System (オーガナイズドセッション 「次世代音楽エンタテインメント」)”, Information Processing Society of Japan (IPSJ) Entertainment Computing 2007 (EC2007) 講演論文集, pp.155-156, October 2007.
  8. [PDF] Masatoshi Hamanaka, Akira Nishimura, Hiroshi Takaesu, Shigeyuki Hirai, Katsutoshi Itoyama, Akiyuki Yoshino, Shohei Kajiwara, Nozomi Kugimoto, Michiaki Katsumoto, Tomoyasu Nakano, Naoki Itou, Shunsuke Nakamura, Makiko Nagasawa, Kotaro Shibata: “Demonstrations: Introduction of Research by Young Researchers V”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2007-MUS-71-21, Vol.2007, No.81, pp.127-136, August 2007.
  9. [PDF] Masatoshi Hamanaka, Yoshinari Takegawa, Kenichi Iwai, Naoya Takahashi, Tomoyasu Nakano, Yasunori Ohishi, Katsutoshi Itoyama, Tetsuro Kitahara, Kazuyoshi Yoshii: “Demonstrations: Introduction of Research by Young Researchers IV”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2006-MUS-67-3, Vol.2006, No.113, pp.9-14, October 2006.
  10. [PDF] Masatoshi Hamanaka, SeungHee Lee, Yuya Iketsuki, Kazushi Ishihara, Tetsuro Kitahara, Kenzi Noike, Tomoyasu Nakano, Katsuhiko Kaji, Yoshinori Oka, Keiji Hirata, Shu Matsuda, Shinobu Aoki, Kentaro Ueda: “Demonstrations: Introduction of Research by Young Researchers II”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2005-MUS-61-5, Vol.2005, No.82, pp.27-33, August 2005.
  11. [PDF] Masatoshi Hamanaka, Tetsuro Kitahara, Katsuhisa Ishida, Akio Yatsui, Yoshinari Takegawa, Kazuyoshi Yoshii, Homei Miyashita, Kentaro Ueda: “Demonstrations: Introduction of Research by Young Researchers”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2004-MUS-56-5, Vol.2004, No.84, pp.27-32, August 2004.
  12. [PDF] Masataka Goto, Keiji Hirata, Haruhiro Katayose, Shigeyuki Hirai, Masatoshi Hamanaka, Haruto Takeda, Tetsuro Kitahara
    : “Panel Discussion: What Researchers In Music Information Processing {Are Expected To Do, Hope For}”, Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2001-MUS-51-5, Vol.2003, No.82, pp.25-28, August 2003.
  13. [PDF] Masatoshi Hamanaka: “Report on ICMC 2001”,  Information Processing Society of Japan (IPSJ), Special Interest Group on Music and Computer (SIGMUS) Technical Report 2001-MUS-43-7, Vol.2001, No.125, pp.39-45, December 2001.