COMPLEX LINEAR PROJECTION FOR ACOUSTIC MODELING

Patent №

US 10,140,980

Granted

2018-11-27

Filed 2016

Owner

GOOGLE INC.

AI components

5

ml · nlp · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15386979

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for speech recognition using complex linear projection are disclosed. In one aspect, a method includes the actions of receiving audio data corresponding to an utterance. The method further includes generating frequency domain data using the audio data. The method further includes processing the frequency domain data using complex linear projection. The method further includes providing the processed frequency domain data to a neural network trained as an acoustic model. The method further includes generating a transcription for the utterance that is determined based at least on output that the neural network provides in response to receiving the processed frequency domain data.

Machine learningNatural languageVisionSpeechAI hardwareG10L 15/16G10H 1/00G10L 15/02G10L 19/0212G10H 2210/036G10H 2210/046G10H 2250/235G10H 2250/311+1 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
AI hardware0.85
Vision0.64
Knowledge representation0.01
Evolutionary computation0.00
Planning0.00

Ownership

GOOGLE INC.

assignment · 411540138

Assignors

BENGIO, SAMUEL, VISONTAI, MIRKO, THORNTON, CHRISTOPHER WALTER GEORGE, BACCHIANI, MICHIEL A.U., SAINATH, TARA N., VARIANI, EHSAN, SHAFRAN, IZHAK

On an employer assignment, the assignors are typically the inventors.

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