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Journal of New Music Research Volume 33, 2004 - Issue 3
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Original Articles

Automatic Music Transcription as We Know it Today

Anssi P. Klapuri Tampere University of Technology, Tampere, Finland
Pages 269-282 | Published online: 02 Feb 2010

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Sonali Banerjee, Prajukta Mukherjee, Swarup Kumar Mitra & Aritra Acharyya. (2018) A High-Performance Piano Note Recognition Scheme. IETE Journal of Education 59:2, pages 93-100.
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Dorian Cazau, Yuancheng Wang, Marc Chemillier & Olivier Adam. (2016) An automatic music transcription system dedicated to the repertoires of the marovany zither. Journal of New Music Research 45:4, pages 343-360.
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Jukka Pätynen, Sakari Tervo & Tapio Lokki. (2012) Temporal Differences in String Bowing of Symphony Orchestra Players. Journal of New Music Research 41:3, pages 223-237.
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David Temperley. (2009) A Unified Probabilistic Model for Polyphonic Music Analysis. Journal of New Music Research 38:1, pages 3-18.
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Geoff Luck, Kari Riikkilä, Olivier Lartillot, Jaakko Erkkilä, Petri Toiviainen, Arto Mäkelä, Kimmo Pyhäluoto, Heikki Raine, Leila Verkila & Jukka Värri. (2006) Exploring Relationships between Level of Mental Retardation and Features of Music Therapy Improvisations: A Computational Approach. Nordic Journal of Music Therapy 15:1, pages 30-48.
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Articles from other publishers (61)

Federico Simonetta, Federico Avanzini & Stavros Ntalampiras. (2022) A perceptual measure for evaluating the resynthesis of automatic music transcriptions. Multimedia Tools and Applications 81:22, pages 32371-32391.
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Yuancheng Wang, Yuyang Jing, Wei Wei, Dorian Cazau, Olivier Adam & Qiao Wang. (2022) PipaSet and TEAS: A Multimodal Dataset and Annotation Platform for Automatic Music Transcription and Expressive Analysis Dedicated to Chinese Traditional Plucked String Instrument Pipa. IEEE Access 10, pages 113850-113864.
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Zhuang He & Yin Feng. (2021) Singing Transcription from Polyphonic Music Using Melody Contour Filtering. Applied Sciences 11:13, pages 5913.
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Zhuang He & Yin Feng. (2021) Singing Transcription from Multimedia Audio Signals using Contour Filtering. Singing Transcription from Multimedia Audio Signals using Contour Filtering.
Weiqing Wang, Jin Pan, Hua Yi, Zhanmei Song & Ming Li. (2021) Audio-Based Piano Performance Evaluation for Beginners With Convolutional Neural Network and Attention Mechanism. IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, pages 1119-1133.
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Matevž Pesek, Lovro Suhadolnik, Peter Šavli & Matija Marolt. (2020) Motivating Students for Ear-Training with a Rhythmic Dictation Application. Applied Sciences 10:19, pages 6781.
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Isabel Barbancho, George Tzanetakis, Ana M. Barbancho & Lorenzo J. Tardon. (2018) Discrimination Between Ascending/Descending Pitch Arpeggios. IEEE/ACM Transactions on Audio, Speech, and Language Processing 26:11, pages 2194-2203.
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Mohammad Akbari, Jie Liang & Howard Cheng. (2018) A real-time system for online learning-based visual transcription of piano music. Multimedia Tools and Applications 77:19, pages 25513-25535.
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Berrak öztürk şimşek & Aydın Akan. (2018) monofonik türk makam müziği eserlerinde iyileştirilmiş değişken kip ayrışım yöntemi ile temel frekans kestirimi. Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi 2018:2018.
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Raphaël Fournier-S’niehotta, Philippe Rigaux & Nicolas Travers. (2018) Modeling Music as Synchronized Time Series: Application to Music Score Collections. Information Systems 73, pages 35-49.
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Nadine Hajj, Maurice Filo & Mariette Awad. (2017) Automated composer recognition for multi-voice piano compositions using rhythmic features, n-grams and modified cortical algorithms. Complex & Intelligent Systems 4:1, pages 55-65.
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Berrak Ozturk Simsek & Aydin Akan. (2017) Frequency estimation for monophonical music by using a modified VMD method. Frequency estimation for monophonical music by using a modified VMD method.
Gregory Burlet & Abram Hindle. (2017) Isolated guitar transcription using a deep belief network. PeerJ Computer Science 3, pages e109.
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Matev? Pesek, Ale? Leonardis & Matija Marolt. (2017) Robust Real-Time Music Transcription with a Compositional Hierarchical Model. PLOS ONE 12:1, pages e0169411.
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Nadine Kroher & Emilia Gomez. (2016) Automatic Transcription of Flamenco Singing From Polyphonic Music Recordings. IEEE/ACM Transactions on Audio, Speech, and Language Processing 24:5, pages 901-913.
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Mohamed Anouar Ben Messaoud & Aïcha Bouzid. (2015) Pitch estimation of speech and music sound based on multi-scale product with auditory feature extraction. International Journal of Speech Technology 19:1, pages 65-73.
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Dorian Cazau, Marc Chemillier & Olivier Adam. 2016. Trends in Music Information Seeking, Behavior, and Retrieval for Creativity. Trends in Music Information Seeking, Behavior, and Retrieval for Creativity 205 227 .
Souvik Sinha Deb & Ajit Rajwade. (2016) An image analysis approach for transcription of music played on keyboard-like instruments. An image analysis approach for transcription of music played on keyboard-like instruments.
Dorian Cazau, Guillaume Revillon, Julien Krywyk & Olivier Adam. (2015) An investigation of prior knowledge in Automatic Music Transcription systems. The Journal of the Acoustical Society of America 138:4, pages 2561-2573.
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Claudia Rinaldi, Giacomo Gustavino, Marco Santic, Luigi Pomante & Marco Pennese. (2015) Comparison of pitch detection algorithms for the Crazy Square project. Comparison of pitch detection algorithms for the Crazy Square project.
Li Luo, Guido H. Bruck & Peter Jung. (2015) Musical Fundamental Frequency Estimator Based on Harmonic Pattern Match. International Journal of Semantic Computing 09:02, pages 261-279.
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Berrak Ozturk Simsek, Aydn Akan & Baris Bozkurt. (2015) Fundamental frequency estimation for monophonical Turkish music by using VMD. Fundamental frequency estimation for monophonical Turkish music by using VMD.
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David Temperley. (2014) Information Flow and Repetition in Music. Journal of Music Theory 58:2, pages 155-178.
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. 2014. Introduction to Audio Analysis. Introduction to Audio Analysis 251 258 .
David Temperley & Leigh VanHandel. (2013) Introduction to the Special Issues on Corpus Methods. Music Perception 31:1, pages 1-3.
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Yu Long Wan, Zhi Gang Wu, Ruo Hua Zhou & Yong Hong Yan. (2013) Automatic Transcription of Piano Music Using Audio-Vision Fusion. Applied Mechanics and Materials 333-335, pages 742-748.
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Inwook Hwang, Hyeseon Lee & Seungmoon Choi. (2013) Real-Time Dual-Band Haptic Music Player for Mobile Devices. IEEE Transactions on Haptics 6:3, pages 340-351.
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V. Arora & L. Behera. (2013) On-Line Melody Extraction From Polyphonic Audio Using Harmonic Cluster Tracking. IEEE Transactions on Audio, Speech, and Language Processing 21:3, pages 520-530.
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Michal Genussov & Israel Cohen. (2013) Multiple fundamental frequency estimation based on sparse representations in a structured dictionary. Digital Signal Processing 23:1, pages 390-400.
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David Temperley. 2013. The Psychology of Music. The Psychology of Music 327 368 .
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Somnuk Phon-Amnuaisuk. (2012) Transcribing Bach chorales: Limitations and potentials of non-negative matrix factorisation. EURASIP Journal on Audio, Speech, and Music Processing 2012:1.
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Tuomas Eerola. (2012) Modeling Listeners’ Emotional Response to Music. Topics in Cognitive Science 4:4, pages 607-624.
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Dana Hughes & Bill Manaris. (2012) Fractal Dimensions of Music and Automatic Playlist Generation: Similarity Search via MP3 Song Uploads. Fractal Dimensions of Music and Automatic Playlist Generation: Similarity Search via MP3 Song Uploads.
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