APPARATUS AND METHOD FOR GROUPING TEMPORAL SEGMENTS OF A PIECE OF MUSIC

Patent №

US 7,345,233

Granted

2008-03-18

Filed 2005

Owner

FRAUNHOFER-GESELLSCHAFT ZUR FORDERUNG DER ANGEWANDTEN FORSCHUNG EV

Lab

AI components

4

nlp · speech · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11048681

For grouping temporal segments of an audio piece, which is structured into main parts repeatedly occurring in the audio piece, into various segment classes, at first a similarity representation for the segments is provided, wherein the similarity representation for each segment comprises an associated plurality of similarity values, wherein the similarity values indicate how similar the segment is to every other segment of the audio piece. Hereupon, using the similarity values associated with the segment, a similarity threshold value for a segment is calculated in order to then associate a segment with a segment class when the similarity value of the segment meets a predetermined relation with reference to the similarity threshold value. With this, clustering is achieved, which also works efficiently and correctly where there are segments with strongly different or almost equal combined similarity values.

AI classification

Speech1.00
Natural language1.00
Planning0.98
Knowledge representation0.91
AI hardware0.25
Vision0.07
Machine learning0.01
Evolutionary computation0.00

Ownership

FRAUNHOFER-GESELLSCHAFT ZUR FORDERUNG DER ANGEWANDTEN FORSCHUNG EV

assignment · 159580493

Assignors

VAN PINXTEREN, MARKUS, SAUPE, MICHAEL, CREMER, MARKUS

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

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