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- Title
Model Konversi Notasi Kepatihan ke dalam Format MIDI untuk Pembangkitan Musik Barat Orisinal.
- Authors
Amalia, Syafira Rosa; Surya Saputra, Muhammad Adrian; Majid Suprayogi, Adam Zufar; Amiral, Afinzaki; Dhiyaul Khoir, Labib Ahnaf; Hastuti, Khafiizh; Syarif, Arry Maulana
- Abstract
Original music is a new composition created by modifying musical elements using a method that has never been done before. This study aims to develop an original Western music generation system that is measured based on the pitch sequence pattern and its distribution acquired from Gamelan music, a traditional music from Java. A collection of Gamelan sheet music used as a data source was converted into MIDI format to be used as input for LSTM networks training based on pitch, step and duration information. Furthermore, sequence prediction technique was used to generate pitch output based on the previous pitch input. The result of generating original Western music was in the form of MIDI file format and its visualization in symbol notation. Evaluation of the LSTM networks training showed good results with a loss rate of 0.1. Evaluation of the similarity level of the pitch sequence and its distribution was carried out using a distribution chart of pitch, steps and duration samples, and the results showed a good level of similarity.
- Subjects
JAVA (Indonesia); SOUTHERN France; FOLK music; SHEET music; RAILROAD trains; VISUALIZATION; ABSOLUTE pitch; MUSICALS
- Publication
Techno.com, 2022, Vol 21, Issue 3, p714
- ISSN
1412-2693
- Publication type
Article