Instruction: Describe the architecture of the model, the type of neural network you would use, how you would train the model, and how you would evaluate its performance.
Context: The question tests the candidate's knowledge of deep learning and its creative applications, requiring an understanding of specialized neural network architectures.
Official answer available
Preview the opening of the answer, then unlock the full walkthrough.
I would start by deciding what "generate music" means in the product context. There is a big difference between generating symbolic music like MIDI, generating raw audio, or creating assisted-composition tools for musicians. The representation choice drives the whole system design.
For most practical setups, I would begin with...