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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 3 | Month- March 2026

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  Published Paper Details:

  Paper Title

Identifying Musical Plagiarism: An Innovative System Integrating Feature Extraction and KNN Algorithm.

  Authors

  Rasika Malgi,  Soham Kadam,  Maheswari Nadar,  Bhagyalakshmi veeran,  Adithya Mahadevan

  Keywords

Music Plagiarism, Audio Features, Euclidean Distance, K-Nearest Neighbors, librosa, reportlab.

  Abstract


In the digital age, the task of detecting music plagiarism has become increasingly critical to preserving the integrity of creative works. Music plagiarism detection involves the identification of similarities between musical pieces that may indicate unauthorized copying or infringement. A key element of this challenge is the accurate extraction and comparison of audio features from different tracks. In this paper, we present a novel approach that employs Python's librosa library to extract essential audio features and utilizes Euclidean distance to quantify the similarity between these features. To further refine the accuracy of plagiarism detection, we have integrated the K-Nearest Neighbors (KNN) machine learning algorithm, which classifies the audio samples based on their extracted features. The culmination of our approach is a detailed plagiarism report generated using the reportlab library, which provides comprehensive insights into the similarities between analyzed tracks. This method offers a systematic and robust solution for identifying potential cases of music plagiarism, contributing to the protection of intellectual property in the music industry.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT24A1203

  Paper ID - 271722

  Page Number(s) - j58-j62

  Pubished in - Volume 12 | Issue 12 | December 2024

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Rasika Malgi,  Soham Kadam,  Maheswari Nadar,  Bhagyalakshmi veeran,  Adithya Mahadevan,   "Identifying Musical Plagiarism: An Innovative System Integrating Feature Extraction and KNN Algorithm.", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 12, pp.j58-j62, December 2024, Available at :http://www.ijcrt.org/papers/IJCRT24A1203.pdf

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Call For Paper March 2026
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ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
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