Content-based retrieval of music in scalable peer-to-peer networks

Author

Gao, Jun ; Tzanetakis, George ; Steenkiste, Peter

Author_Institution

Sch. of Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA

Volume

1

fYear

2003

fDate

6-9 July 2003

Abstract

A large portion of data exchanged in today´s peer-to-peer (P2P) networks consists of music stored as MP3 compressed audio. Existing P2P systems typically are not scalable and only support primitive methods for the searching of music files, e.g., by looking up exact filenames or using simple metadata information such as artist or album name. In this paper, we present the design and evaluation of a scalable P2P system that uses rendezvous points (RPs) for music file registration and query resolution, and supports content-based music information retrieval (MIR) of audio signals.

Keywords

audio coding; content-based retrieval; data compression; information retrieval; music; MP3 compressed audio; audio signals; content-based music information retrieval; metadata information; music file registration; query resolution; rendezvous points; scalable peer-to-peer networks; Broadcasting; Content based retrieval; Feature extraction; IP networks; Indexing; Intelligent networks; Multiple signal classification; Music information retrieval; Peer to peer computing; Scalability;

fLanguage

English

Publisher

ieee

Conference_Titel

Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on

Print_ISBN

0-7803-7965-9

Type

conf

DOI

10.1109/ICME.2003.1220916

Filename

1220916