Google Inc.

Antoine Caillon

Matthew Nirvan Sharifi

Marco Tagliasacchi

Neil Zeghidour

Jesse Engel

Adam Roberts

Zalán Borsos

Christian Frank

Mauro Verzetti

Timo Immanuel Denk

Andrea Agostinelli

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a prediction of an audio signal. One of the methods includes receiving a request to generate an audio signal conditioned on an input; processing the input using an embedding neural network to map the input to one or more embedding tokens; generating a semantic representation of the audio signal; generating, using one or more generative neural networks and conditioned on at least the semantic representation and the embedding tokens, an acoustic representation of the audio signal; and processing at least the acoustic representation using a decoder neural network to generate the prediction of the audio signal.

Generating audio using auto-regressive generative neural networks

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Paris, France

Antoine Caillon