ROBUST AND INVARIANT AUDIO PATTERN MATCHING

Patent №

US 7,627,477

Granted

2009-12-01

Filed 2004

Owner

SHAZAM ENTERTAINMENT, LTD.

+2 more

Lab

AI components

1

vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10978313

The present invention provides an innovative technique for rapidly and accurately determining whether two audio samples match, as well as being immune to various kinds of transformations, such as playback speed variation. The relationship between the two audio samples is characterized by first matching certain fingerprint objects derived from the respective samples. A set (230) of fingerprint objects (231,232), each occurring at a particular location (242), is generated for each audio sample (210). Each location (242) is determined in dependence upon the content of the respective audio sample (210) and each fingerprint object (232) characterizes one or more local features (222) at or near the respective particular location (242). A relative value is next determined for each pair of matched fingerprint objects. A histogram of the relative values is then generated. If a statistically significant peak is found, the two audio samples can be characterized as substantially matching.

VisionG10H 1/00G10L 15/02G10L 15/10G06F 2218/12G10H 2240/135G10H 2240/141G10H 2250/235G10L 15/08+1 more

AI classification

Vision0.51
Speech0.27
Natural language0.16
Machine learning0.05
AI hardware0.00
Planning0.00
Knowledge representation0.00
Evolutionary computation0.00

Ownership

SHAZAM ENTERTAINMENT, LTD.

assignment · 159460539

LANDMARK DIGITAL SERVICES LLC

assignment · 165460813

APPLE INC.

assignment · 536790069

Assignors

WANG, AVERY LI-CHUN, CULBERT, DANIEL

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

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