END-TO-END NEURAL NETWORKS FOR SPEECH RECOGNITION AND CLASSIFICATION

Patent №

US 10,720,151

Granted

2020-07-21

Filed 2018

Owner

DEEPGRAM, INC.

Lab

AI components

5

ml · nlp · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16108110

Systems and methods are disclosed for end-to-end neural networks for speech recognition and classification and additional machine learning techniques that may be used in conjunction or separately. Some embodiments comprise multiple neural networks, directly connected to each other to form an end-to-end neural network. One embodiment comprises a convolutional network, a first fully-connected network, a recurrent network, a second fully-connected network, and an output network. Some embodiments are related to generating speech transcriptions, and some embodiments relate to classifying speech into a number of classifications.

Machine learningNatural languageVisionSpeechAI hardwareG10L 15/16G06F 18/214G06F 18/24133G06N 3/044G06N 3/0442G06N 3/045G06N 3/0455G06N 3/0464+18 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Vision1.00
AI hardware1.00
Planning0.11
Knowledge representation0.00
Evolutionary computation0.00

Ownership

DEEPGRAM, INC.

assignment · 475600249

Assignors

SYPNIEWSKI, ADAM, WARD, JEFF, STEPHENSON, SCOTT

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

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