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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
LITERATURE SURVEY ON OPTICAL MUSIC RECOGNITION USING MACHINE LEARNING
Authors
Priyanka Chalak, Sonal Fatanagre, Ashwini Bansode, Ganesh Bhagat, Vaishali Badde
Keywords
Optical Music Recognition, Music Notation, Music Scores, Neural Network, Image Processing, Preprocessing, Optical Character Recognition.
Abstract
Sheet music transcription into a machine-readable format is the focus of optical music recognition (OMR). OMR helps with use cases in digital musicology by making it easier to analyze sheet music statistically or look for notational trends. After a musical composition has been visually expressed in a document with music notation, OMR begins. Recently, OMR has moved away from using traditional computer vision methods and toward a machine learning strategy. In this work, we address these flaws by: Offering a comprehensive definition of OMR and its relationship to related fields; Examining how OMR inverts the music encoding process to recover the musical notation and the musical semantics from documents; and proposing a taxonomy of OMR, with a novel taxonomy of applications being the most salient feature.
IJCRT's Publication Details
Unique Identification Number - IJCRT2302204
Paper ID - 230960
Page Number(s) - b649-b654
Pubished in - Volume 11 | Issue 2 | February 2023
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Priyanka Chalak, Sonal Fatanagre, Ashwini Bansode, Ganesh Bhagat, Vaishali Badde, "LITERATURE SURVEY ON OPTICAL MUSIC RECOGNITION USING MACHINE LEARNING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 2, pp.b649-b654, February 2023, Available at :http://www.ijcrt.org/papers/IJCRT2302204.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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