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Music NFT marketplace: Leveraging blockchain technology.
- 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