Axes rectifying of impression space in music impression-based retrieval and its evaluation

Authors:
Tsuyoshi Takayama;Yuuta Hashiba;Shigeru Kikuchi;Tetsuo Ikeda;Yoshitoshi Murata
Affiliations:
Graduate School of Software and Information Science, Iwate Prefectural University, Iwate, Japan;Hanamaki Head Office and Factory, Shinko Seisakusho Co., Ltd., Hanamaki, Iwate, Japan;Graduate School of Software and Information Science, Iwate Prefectural University, Iwate, Japan;School of Administration & Informatics, University of Shizuoka, Shizuoka, Japan;Graduate School of Software and Information Science, Iwate Prefectural University, Iwate, Japan
Venue:
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
Year:
2007

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Abstract

Recently, lots of researchers are attracted to retrieving multi-media databases by impression[1][2]. As an example, Ikezoe et al. propose to retrieve multi-media databases by using eight pairs of opposite impression words[3]. In case of realizing this approach by applying Salton's vector space[4], we are required to rectify each weight of eight axes. In this paper, we propose three rectifying methods and evaluate which method is the most appropriate. Concerning the best one, we also develop a pilot system and execute a relative comparison from the conventional method.