Signal Representation Pipeline

Track the engineering path from waveform capture to STFT, mel scaling, and latent embeddings used by modern generative audio stacks.

Model Internals and Training

Study how transformer attention, diffusion denoising, and objective functions interact to optimize timbre, rhythm, and structural coherence.

Conditioning and Prompt Control

Learn how text tokens become conditioning vectors that steer genre, arrangement, and dynamics in text-to-music inference pipelines.