Musenet (OpenAI)

Musenet, developed by OpenAI, is an advanced deep neural network designed to create diverse 4-minute musical compositions utilizing a range of 10 instruments. This innovative technology seamlessly blends musical styles spanning from country to Mozart to the Beatles. Leveraging the cutting-edge unsupervised learning approach, similar to the acclaimed GPT-2 model, Musenet is trained to predict the subsequent token in a sequence, whether in audio or text form. Drawing insights from MIDI file data, this model empowers users to generate music samples in their preferred style by initiating a prompt. By incorporating various embeddings such as positional, timing, and structural embeddings, Musenet enriches the model with additional contextual information for enhanced creativity.