Fast Jukebox: Accelerating Music Generation with Knowledge Distillation

The Jukebox model can generate high-diversity music within a single system, which is achieved by using a hierarchical VQ-VAE architecture to compress audio in a discrete space at different compression levels. Even though the results are impressive, the inference stage is tremendously slow. To addres...

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Bibliographic Details
Main Authors: Michel Pezzat-Morales, Hector Perez-Meana, Toru Nakashika
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/9/5630