MuseNet, a creation of OpenAI, is a deep neural network proficient in crafting 4-minute musical compositions featuring 10 distinct instruments. It excels at blending various musical styles, ranging from country to classical masters like Mozart and even the iconic sounds of the Beatles. Utilizing the same versatile unsupervised technology found in GPT-2, a vast transformer model capable of predicting the next token in a sequence, whether it’s audio or text, MuseNet is honed by training on MIDI file data. Its music generation process starts with a prompt and incorporates essential embeddings like positional, timing, and structural embeddings for enhanced context.

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