| Paper: | MSP-P2.1 | ||
| Session: | Multimedia Systems and Applications | ||
| Time: | Friday, May 21, 13:00 - 15:00 | ||
| Presentation: | Poster | ||
| Topic: | Multimedia Signal Processing: Multimedia Database | ||
| Title: | AUTOMATIC SUMMARIZATION OF MP3 MUSIC OBJECTS | ||
| Authors: | Chih-Chin Liu; Chung Hua University | ||
| Pang-Chia Yao; Chung Hua University | |||
| Abstract: | In this paper, we propose an approach to automatically summarize MP3 music objects. In our approach, the MP3 music summary is constructed in three steps. First, the coefficients extracting from the output of the polyphase filters are used to compute the MP3 features. Based on these features, an MP3 music object can be automatically segmented into a sequence of MP3 phrases. Then the phrase clustering technique is applied to group similar phrases into a cluster. The phrases in a cluster can be considered as repeating patterns in the MP3 song. Finally, the RP-tree algorithm is applied to find the nontrivial repeating patterns such as chorus, refrains, themes, and motives of the song. Experiments are also performed and analyzed to show the effectiveness of the proposed method. | ||
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