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 …

Scalable music recommendation by search

R Cai, L Zhang, WY Ma - US Patent 8,344,233, 2013 - Google Patents
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et al. 6,370,513 B1 4/2002 Kolawa et al. 6,452,083 B2 9, 2002 Pachet et al. 6,504,089 B1 …

Insight and algorithmic clustering for automated synthesis

G Swamy - US Patent 9,336,302, 2016 - Google Patents
(52) US Cl. CPC...... G06F 17/3071 (2013.01); G06F 17/30306 (2013.01); G06F 17/30648
(2013.01) A decision Support system and method, which receives user inputs comprising: at …

Methods and systems for personalizing content in accordance with divergences in a user's listening history

C Gibson, W Shapiro, S Gil, I Anderson… - US Patent …, 2019 - Google Patents
An electronic device accesses a listening history of a user of a media-providing service, and
for each characteristic of a set of characteristics describing tracks provided by the media …

Application integration with a digital assistant

IIRA Walker, BJ NEWENDORP, R DASARI… - US Patent …, 2023 - Google Patents
Abstract Systems and processes for application integration with a digital assistant are
provided. In accordance with one example, a method includes, at an electronic device …

Zero latency digital assistant

WF Stasior, DA Carson, R Dasari, Y Kim - US Patent 11,550,542, 2023 - Google Patents
G06F3/00—Input arrangements for transferring data to be processed into a form capable of
being handled by the computer; Output arrangements for transferring data from processing …

Music recommendation using emotional allocation modeling

R Cai, L Zhang, WY Ma - US Patent 8,650,094, 2014 - Google Patents
6,684,249 B1 1/2004 Frerichs et al. 6,993,532 B1 1/2006 Platt et al. tributions for the Songs
in an emotion space based at least in part on the Vocabulary and the extracted descriptions; …

Spoken notifications

WM York, GA GUPTA, X Huang, H NIETO… - US Patent …, 2023 - Google Patents
An example method includes, at an electronic device: receiving an indication of a
notification; in accordance with receiving the indication of the notification: obtaining one or …

Intelligent assistant for home automation

RM Orr, GR Nell, BL Brumbaugh - US Patent 11,699,448, 2023 - Google Patents
This relates to systems and processes for using a virtual assistant to control electronic
devices. In one example process, a user can speak an input in natural language form to a …

Insight and algorithmic clustering for automated synthesis

G Swamy - US Patent 9,607,023, 2017 - Google Patents
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5,748,780 5,764.283 5,795,727 5,809,490 5,813,002 5,872,850 5,889,523 5,920,852 …