Generating audio using neural networks

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United States of America Patent

PATENT NO 11869530
APP PUB NO 20220319533A1
SERIAL NO

17838985

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Abstract

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Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating an output sequence of audio data that comprises a respective audio sample at each of a plurality of time steps. One of the methods includes, for each of the time steps: providing a current sequence of audio data as input to a convolutional subnetwork, wherein the current sequence comprises the respective audio sample at each time step that precedes the time step in the output sequence, and wherein the convolutional subnetwork is configured to process the current sequence of audio data to generate an alternative representation for the time step; and providing the alternative representation for the time step as input to an output layer, wherein the output layer is configured to: process the alternative representation to generate an output that defines a score distribution over a plurality of possible audio samples for the time step.

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Patent Owner(s)

Patent OwnerAddress
DEEPMIND TECHNOLOGIES LIMITED5 NEW STREET SQUARE LONDON EC4A 3TW

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Dieleman, Sander Etienne Lea London, GB 20 264
Kalchbrenner, Nal Emmerich North Holland, NL 30 380
Simonyan, Karen London, GB 54 558
van, den Oord Aaron Gerard Antonius London, GB 34 383
Vinyals, Oriol London, GB 97 981

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