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Music NFT marketplace: Leveraging blockchain technology.

Authors :
Satyam, Sahil
Sah, Isha
Sowmiya, B.
Source :
AIP Conference Proceedings. 2024, Vol. 3075 Issue 1, p1-9. 9p.
Publication Year :
2024

Abstract

Lack of transparency and limited access to music for listeners have affected the entire music industry. Since the old music distribution paradigm is extremely centralized and controlled by a limited number of large companies, making new and innovative music production next to impossible. In this paper, we suggest a solution that combines blockchain technology and artificial intelligence to establish a more transparent and egalitarian music industry. Our strategy is the creation of a music NFT marketplace that will employ smart contracts to automate royalty payments to artists while also allowing fans to own a unique piece of music history. Moreover, we employ LSTM-based AI models to create music that can be minted as NFTs and sold on the market. To construct realistic audio waveforms that preserve long-term dependencies in the data, we employ a stack of dilated causal convolutional layers. We assess our model's performance using numerous criteria such as originality, variety, and coherence. The blockchain aspect of the project involves using Ethereum and a range of other tools and services to ensure the secure and efficient trading of music NFTs on the marketplace. The proposed project was able to achieve the desired results using a stack of dilated casual convolutional layers and LSTM layers as compared to other algorithms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
3075
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
178685701
Full Text :
https://doi.org/10.1063/5.0217358