Penentuan Notasi Gamelan Rindik Menggunakan Metode Transformasi Wavelet

  • I Gusti Made Meri Utama Yasa Program Pascasarjana Universitas Udayana
  • Linawati Linawati
  • N Paramaita

Abstract

Abstract—This paper present about recognition of gamelan rindik pattern using wavelet transform. Wavelet transform is used to find the special characteristic of gamelan rindik, which had previously been recorded and stored in computer with format *.wav. The data was subsequently used as training and tested data, Probabilistic Neural Network (PNN) was used to recognize gamelan rindik pattern using. The training and tasted data process used four different rindics, consisting 0f 240 gamelan rindik data. Discrete Wavelet Transform (DWT) was used as the method of feature extraction, with Symlet, Haar, and Daubechies Wavelet function. Those three functions of the wavelet  shows the average accuracy level for Symlet 94.58%, Haar 93.33%, and wavelet Daubechies 94.58%.

Downloads

Download data is not yet available.

References

[1] Ignatius Leo May. Pengenalan Vocal Bahasa Indonesia Dengan Jaringan Syaraf Tiruan Melalui Transformasi Wavelet Diskret.
[2] Rifky Ekayana (2016). Identifikasi Kondisi Rileks Dari Sinyal EEG Menggunakan Wavelet Learning Vector Quantization
[3] Suyanto, (2014). Artificial Intelligence Searching Learning Planning Learning
[4] Lei Lei (2016), Speaker Identification using Wavelet Shannon Entropy and Probabilistic Neural Network
[5] Chandraaditya 2017, Perbandingan Suara Normal dan Abnormal Menggunakan Probabilistic Neural Network dan Support Vector Machine.
[6] Ketut Agustini, 2007. Biometrik Suara dengan Transformasi Wavelet Berbasis Orthogonal Daubenchies.
[7] Ikhwan Mustiadi, 2012. Analisis Ekstraksi Ciri Sinyal EMG Menggunakan Wavelet Discrete Transform.
[8] Arviani Rizki, 2013. Pengembangan Model Probabilistic Neural Network Untuk Identifikasi Cord Gitar.
[9] Ira Puspasari, 2013. Analisis Ekstraksi Ciri Pada Suara Jantung Diastolik dengan menggunakan Wavelet Transform dan Wigner Ville Distribution.
[10] Risanuri Hidayat 2016, Ekstraksi Fitur dari Ucapan Orang Indonesia Menggunakan Transformasi Wavelet Diskrit dan Transformasi Packet Wavelet.
Published
2018-12-05
How to Cite
UTAMA YASA, I Gusti Made Meri; LINAWATI, Linawati; PARAMAITA, N. Penentuan Notasi Gamelan Rindik Menggunakan Metode Transformasi Wavelet. Majalah Ilmiah Teknologi Elektro, [S.l.], v. 17, n. 3, p. 319-324, dec. 2018. ISSN 2503-2372. Available at: <https://ojs.unud.ac.id/index.php/mite/article/view/40101>. Date accessed: 19 nov. 2024. doi: https://doi.org/10.24843/MITE.2018.v17i03.P03.