AUDIO SEGMENTATION AND CLASSIFICATION

Patent №

US 7,328,149

Granted

2008-02-05

Filed 2004

Owner

Lab

AI components

3

nlp · vision · speech

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

10998766

A portion of an audio signal is separated into multiple frames from which one or more different features are extracted. These different features are used, in combination with a set of rules, to classify the portion of the audio signal into one of multiple different classifications (for example, speech, non-speech, music, environment sound, silence, etc.). In one embodiment, these different features include one or more of line spectrum pairs (LSPs), a noise frame ratio, periodicity of particular bands, spectrum flux features, and energy distribution in one or more of the bands. The line spectrum pairs are also optionally used to segment the audio signal, identifying audio classification changes as well as speaker changes when the audio signal is speech.

AI classification

Speech1.00
Vision0.99
Natural language0.77
Machine learning0.02
AI hardware0.00
Knowledge representation0.00
Evolutionary computation0.00
Planning0.00
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