Automated Classification of Audio Data and Retrieval based on Audio Classes

Abstract

The explosive increases in the amounts of audio (and multimedia) data being generated, processed, and used in several computer applications have necessitated the development of audio (and multimedia) database systems. The classification of audio data into different categories is an important task which facilitates efficient indexing and accurate searching. The large number of data items, coupled with the subjective and inexact nature of audio data, make the manual classification a daunting task and automated classification schemes highly desirable. This paper presents a scheme for automated classification of audio data with minimal manual interaction, and a scheme for speeding up the retrieval of relevant audio data using pre-determined audio classes. The results of classification and retrieval using the proposed algorithm are presented.

Department(s)

Electrical and Computer Engineering

International Standard Book Number (ISBN)

978-161839545-0

Document Type

Article - Conference proceedings

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 2024 International Society for Computers and Their Applications , All rights reserved.

Publication Date

01 Jan 1999

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