Semisupervised autoencoder for sentiment analysis

Z Zhang, S Zhai - US Patent 11,205,103, 2021 - Google Patents
(57) ABSTRACT A method of modelling data, comprising: training an objec tive function of a
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …

Virtual assistant for media playback

RM Orr, DJ Mandel, AJ Sinesio, CJ Barnett - US Patent 11,010,127, 2021 - Google Patents
An exemplary method for identifying media may include receiving user input associated with
a request for media, where that user input includes unstructured natural language speech …

Intelligent device arbitration and control

K Piersol, RM Orr, DJ Mandel - US Patent 10,942,702, 2021 - Google Patents
US10942702B2 - Intelligent device arbitration and control - Google Patents US10942702B2 -
Intelligent device arbitration and control - Google Patents Intelligent device arbitration and …

Unified language modeling framework for word prediction, auto-completion and auto-correction

JR Bellegarda, JG Dolfing - US Patent 11,010,550, 2021 - Google Patents
Abstract Systems and processes for unified language modeling are provided. In accordance
with one example, a method includes, at an electronic device with one or more processors …

Satellite and scene image classification based on transfer learning and fine tuning of ResNet50

A Shabbir, N Ali, J Ahmed, B Zafar… - Mathematical …, 2021 - Wiley Online Library
Image classification has gained lot of attention due to its application in different computer
vision tasks such as remote sensing, scene analysis, surveillance, object detection, and …

Personalized prediction of responses for instant messaging

VKR Sridhar - US Patent 11,025,565, 2021 - Google Patents
At an electronic device with a display screen, display a message transcript, where the
message transcript includes an incoming message. Determine, based at least in-part on the …

Intelligent automated assistant for TV user interactions

M Van Os, HJ Saddler, LT Napolitano… - US Patent …, 2021 - Google Patents
G09C1/00—Apparatus or methods whereby a given sequence of signs, eg an intelligible
text, is transformed into an unintelligible sequence of signs by transposing the signs or …

Application integration with a digital assistant

CE Radebaugh, BJ Newendorp, CJ Peterson… - US Patent …, 2021 - Google Patents
2018-02-28 Assigned to APPLE INC. reassignment APPLE INC. ASSIGNMENT OF
ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: RADEBAUGH …

Device, method, and graphical user interface for enabling conversation persistence across two or more instances of a digital assistant

DA Carson, D Keen, E Dibiase, HJ Saddler… - US Patent …, 2021 - Google Patents
An electronic device with one or more processors and memory includes a procedure for
enabling conversation persistence across two or more instances of a digital assistant. In …

Intelligent automated assistant for media exploration

RM Orr, MP Bernardo, DJ Mandel - US Patent 11,069,347, 2021 - Google Patents
Abstract Systems and processes for operating an intelligent automated assistant to explore
media items are provided. In one example process, a speech input representing a request …