DYNAMIC THRESHOLDS FOR ALWAYS LISTENING SPEECH TRIGGER

Patent №

US 10,789,041

Granted

2020-09-29

Filed 2015

Owner

APPLE INC.

Lab

AI components

5

nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14834194

Systems and processes are disclosed for dynamically adjusting a speech trigger threshold, which can be used in triggering a virtual assistant. Audio input can be received via a microphone. The received audio input can be sampled, and a confidence level can be determined of whether the sampled audio input includes a portion of a spoken trigger. In response to the confidence level exceeding a threshold, a virtual assistant can be triggered to receive a user command from the audio input. The threshold can be dynamically adjusted in response to perceived events (e.g., events indicating a user may be more or less likely to initiate speech interactions, events indicating a trigger may be difficult to detect, events indicating a trigger was missed, etc.), thereby minimizing both missed triggers and false positive triggering events.

Natural languageSpeechKnowledge representationPlanningAI hardwareG06F 3/167G06F 3/165G10L 15/20G10L 15/22G10L 2015/088G10L 2015/223G10L 2015/226

AI classification

Speech1.00
Natural language1.00
Planning0.99
AI hardware0.78
Knowledge representation0.56
Vision0.07
Machine learning0.04
Evolutionary computation0.00

Ownership

APPLE INC.

assignment · 364060289

Assignors

KIM, YOON, GRUBER, THOMAS R., BRIDLE, JOHN

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

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