KOPYOR COCONUT DETECTION USING SOUND-BASED DYNAMIC TIME WARPING METHOD

Authors

  • Radon Dhelika
  • Firman Ady Nugroho
  • Muhamad Bayu
  • Alfian Kamil

DOI:

https://doi.org/10.21609/jiki.v12i1.631

Keywords:

Kopyor Coconut, Mel Frequency Cepstral Coefficient (MFCC), Dynamic Time Warping

Abstract

Kopyor coconut is a coconut that has genetic abnormalities which cause the coconut meat to have a unique texture and is detached from the coconut shell. Its uniqueness attracts many enthusiasts resulting in a high economic value, 4-5 times that of the ordinary coconut. From its external appearance, kopyor coconut does not differ with ordinary coconut and this poses a challenge in the detection stage. To date, both farmers and sellers use a traditional approach by listening to the sound of whisk from kopyor coconut to detect them. Unfortunately, this approach relies heavily on experience and expertise of the person. Therefore, a new detection approach is proposed based on sound recognition using Mel Frequency Cepstrum Coefficient (MFCC) as the method for feature extraction and Dynamic Time Warping (DTW) as the method for feature matching. Objects that will be detected are kopyor coconuts and ordinary coconut which has grown mature. By implementing both methods, a program has been developed to detect kopyor coconut with an accuracy of 93.8%.

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Published

2019-03-01

How to Cite

Dhelika, R., Nugroho, F. A., Bayu, M., & Kamil, A. (2019). KOPYOR COCONUT DETECTION USING SOUND-BASED DYNAMIC TIME WARPING METHOD. Jurnal Ilmu Komputer Dan Informasi, 12(1), 25–30. https://doi.org/10.21609/jiki.v12i1.631

Issue

Vol. 12 No. 1 (2019): Jurnal Ilmu Komputer dan Informasi (Journal of Computer Science and Information)

Section

Articles

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