INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Generating music has some distinct differences from generating images and videos. To begin with, it is an art of time, so a temporal model is essential. Additionally, music is often composed of multiple instruments/tracks with their own tempo, which all unfold over time in a mutually dependent manner. Musical notes are also often grouped into chords, arpeggios, or melodies in polyphonic music, thus introducing a hierarchical ordering of notes. In this paper, we propose three models for symbolic multi-track music generation based on a framework of generative adversarial networks (GANS). The three models differ in their underlying assumptions and corresponding network architectures, and are referred to as the jamming model, the composer model, and the hybrid model. We trained the proposed models on a dataset of more than one hundred thousand bars of rock music, and applied them to generate piano rolls.
Keywords:
Artificial intelligence
Cite Article:
"AI BASED MUSIC TUNESMITH ", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 2, page no.c53-c56, February-2023, Available :http://www.ijnrd.org/papers/IJNRD2302209.pdf
Downloads:
000118758
ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Facebook Twitter Instagram LinkedIn