HIERARCHICAL MULTISOURCE PLAYLIST GENERATION

Patent №

US 10,242,098

Granted

2019-03-26

Filed 2016

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

4

ml · nlp · speech · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15169305

A playlist generator that utilizes multiple data sources to rank each track within a set of candidate tracks to enable selection of candidate tracks according to the ranking. Candidate tracks are each scored according to one or more features, such as acoustic similarity and/or similar usage patterns of the candidate track or artist of the candidate track to a current or previously played track or artist. Each feature is weighted according to historical listening patterns surrounding a user-selected playlist seed artist. The weighting may also be further corrected according to historical listening patterns of the particular user. When historical usage data related to a particular seed artist is limited, more generalized historical usage data related to a higher level in a genre hierarchy may be used.

AI classification

Natural language1.00
Knowledge representation0.99
Speech0.97
Machine learning0.53
Planning0.04
AI hardware0.04
Evolutionary computation0.01
Vision0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 394250379

Assignors

KOENIGSTEIN, NOAM, NICE, NIR, ELAZAR, SHAY BEN, BEREZIN, YEHIEL, BARKAN, OREN, ZACCAI, TAL, SHLEVICH, SHIMON, SIMHON, NIMROD BEN, NOGUES, PAUL, LAVEE, GAL

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

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