Artificial intelligence in music

Can AI compose music like a human?

Imagine you're at a concert and the band suddenly stops playing. The audience is silent, waiting for the music to resume.

An AI can learn from past concerts and generate new music to fill in the silence, making the audience happy again.

Example

The AI quickly composes a new melody that matches the band's style, seamlessly continuing the performance.

Remember this

VAE helps AI create new music by learning patterns from existing songs.

Text adapted from Wikipedia, licensed under CC BY-SA 4.0.

Related concepts

Generative adversarial network

Ever wondered how computers can create new images that look real?

data augmentation does for generalization: artificially expands training set

How can you teach a computer to see better?

autoencoders learn the data manifold

Autoencoders compress data manifold by forcing information through a bottleneck layer, learning efficient representations

Matrix (mathematics)

Ever wondered how computers can predict your favorite songs?

Prompt engineering

The GenAI model learns tasks from examples in the prompt

Pre-LN

Why is normalizing data like tuning instruments before a concert?

Swipe through 100 ML concepts daily