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Analysis Study Research Paper | Neural Networks | India | Volume 12 Issue 8, August 2023

Exploring the Creative Potential of Neural Networks in Music Composition

Renjith M

Abstract: The rapid advancements in artificial intelligence, particularly in the domain of neural networks, have revolutionized various creative fields, including music composition. This research article investigates the application of neural networks in generating original musical compositions. We explore various neural network architectures and training techniques to assess their effectiveness in producing diverse and aesthetically pleasing music. The study also delves into the challenges and ethical implications associated with the use of AI in music creation. Our findings reveal the immense potential of neural networks in the realm of musical composition while highlighting the need for responsible AI implementation.

Keywords: AI-generated music, Neural networks, Music composition, Deep learning, Transformer models, LSTM networks, Creative AI, Music generation, Ethical considerations, Copyright and attribution, Bias mitigation, Interpretability, Emotional understanding, Collaborative composition, Real-time music generation, Multi-modal music, AI in education, AI in therapy, Human-AI collaboration, Responsible AI implementation

Edition: Volume 12 Issue 8, August 2023,

Pages: 661 - 667