Apr 25, 2019 · We’ve created MuseNet, a deep neural network that can generate 4-minute musical compositions with 10 different instruments, and can combine styles from country to Mozart to the Beatles. MuseNet was not explicitly programmed with our understanding of music, but instead discovered patterns of harmony, rhythm, and style by learning to predict the next token in hundreds of thousands of MIDI ...

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Apr 30, 2020 · Jukebox’s autoencoder model compresses audio to a discrete space, using a quantization-based approach called VQ-VAE. 25 Hierarchical VQ-VAEs 17 can generate short instrumental pieces from a few sets of instruments, however they suffer from hierarchy collapse due to use of successive encoders coupled with autoregressive decoders. A simplified variant called VQ-VAE-2 26 avoids these issues by ...

Jan 31, 2025 · We believe our research will eventually lead to artificial general intelligence, a system that can solve human-level problems. Building safe and beneficial AGI is our mission.