Creating an AI Musician with JavaScript

Overview

Delve into the fascinating realm of AI music generation using JavaScript and TensorFlow. This engaging session offers insights into crafting virtual instruments, arranging music, and examining how AI-driven compositions impact the way audiences perceive music.

Join us in this innovative exploration hosted on YouTube, perfect for enthusiasts of artificial intelligence and music technology.

Syllabus

• Introduction to AI in Music
Overview of AI-generated music
Historical context and developments
Tools and libraries for AI music creation
• Getting Started with JavaScript and TensorFlow
Setting up the development environment
Introduction to TensorFlow.js
Basics of JavaScript for AI applications
• Understanding Digital Music Concepts
Sound waves and digital audio basics
MIDI and its role in digital music
Music theory fundamentals for AI musicians
• Building Digital Instruments
Creating sound synthesis techniques with JavaScript
Utilizing Web Audio API
Leveraging TensorFlow.js for sound generation
• Machine Learning for Music Composition
Introduction to machine learning concepts
Building simple neural networks for melody generation
Training models using existing music datasets
• Composing Songs with AI
Implementing generative models for music
Techniques for compiling AI-generated melodies into songs
Evaluating and refining AI compositions
• Practical Project: Creating an AI Musician
Project overview and objectives
Step-by-step guide to building an AI musician
Presenting and analyzing student projects
• Listener Perception and Ethics of AI-Generated Music
Exploring human perception of computer-created music
Ethical considerations and copyright issues
Discussions on the impact of AI in the music industry
• Future of AI in Music
Emerging technologies and trends
Potential future developments in AI music creation
Conclusion and course feedback
• Additional Resources and Further Learning
Suggested readings and online materials
Advanced courses and certifications
Community and online forums for AI and music enthusiasts

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Subjects

Conference Talks