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ÇѱÛÁ¦¸ñ(Korean Title) |
°Ë»öÀÇ ÀÏ°ü¼º¿ø¸®¿Í Çǵå¹éÀ» ÀÌ¿ëÇÑ °¨¼º±â¹Ý À½¾Ç °Ë»ö ½Ã½ºÅÛ |
¿µ¹®Á¦¸ñ(English Title) |
Emotion-Based Music Retrieval Using Consistency Principle and Multi-Query Feedback |
ÀúÀÚ(Author) |
½Å¼ÛÀÌ
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ÀÌÁØȯ
Song-Yi Shin
En-Jong Park
Kyoung-Bae Eum
Joon-Whoan Lee
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¿ø¹®¼ö·Ïó(Citation) |
VOL 17-B NO. 02 PP. 0099 ~ 0106 (2010. 04) |
Çѱ۳»¿ë (Korean Abstract) |
º» ³í¹®¿¡¼´Â °Ë»öÀÇ ÀÏ°ü¼º¿ø¸®¿Í ´ÙÁßÁúÀÇ ¹æ¹ýÀ» ÀÌ¿ëÇÏ¿© °¨¼ºÀ» ±â¹ÝÀ¸·Î À½¾ÇÀ» °Ë»öÇÏ´Â ¾Ë°í¸®ÁòÀ» Á¦¾ÈÇÑ´Ù. »ç¿ëµÇ¾îÁö´Â Ư¡µéÀº MPEG-7¿¡¼ Á¦°øÇÏ´Â ¿Àµð¿À ¼¼úÀÚµéÀ̸ç ÀÌ Á¤º¸µéÀ» »ç¿ëÇÏ´Â °ÍÀº ±¹Á¦Ç¥ÁØÈ°¡ ¿ëÀÌ ÇÏ´Ù´Â ÀåÁ¡À» °¡Áö°í Àֱ⠶§¹®ÀÌ´Ù. ¶ÇÇÑ °¨¼º¿¡ µû¶ó MPEG-7 ¿Àµð¿À ¼¼úÀÚµéÀÇ °¡ÁßÄ¡¸¦ ºÎ¿©ÇÏ´Â ¹æ¹ýÀ» Á¦¾ÈÇÏ¿© °è»ê·®À» ÁÙÀÌ´Â ¹æ¹ýÀ» °í¾ÈÇÏ¿´À¸¸ç ÀÏ°ü¼º¿ø¸®¿Í ´ÙÁßÁúÀÇ ¹æ¹ýÀ» »ç¿ëÇÏ´Â ÀûÇÕ¼º Çǵå¹éÀ» »ç¿ëÇÏ¿© °Ë»öÀÇ ÀûÇÕ·üÀ» Çâ»ó½ÃÄ×´Ù. |
¿µ¹®³»¿ë (English Abstract) |
In this paper, we propose the construction of multi-queries and consistency principle for the user's emotion-based music retrieval system. The features used in the system are MPEG-7 audio descriptors, which are international standards recommended for content-based audio retrievals. In addition we propose the method to determine the weight that represent the importance of each descriptor for each emotion in order to reduce the computation. Also, the proposed retrieval algorithm that uses the relevance feedback based on consistency principal and multi-queries improves the success ratio of musics corresponding to user's emotion. |
Å°¿öµå(Keyword) |
°¨¼º ±â¹Ý À½¾Ç °Ë»ö ½Ã½ºÅÛ
MPEG-7 ¿Àµð¿À ¼¼úÀÚ
ÀûÇÕ¼º Çǵå¹é
Emotion Based Music Retrieval System
MPEG-7 Audio Descriptors
Relevance Feedback
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