DocumentCode
2931629
Title
Automatic music summarization based on music structure analysis
Author
Shao, Xi ; Maddage, Namunu C. ; Xu, Changsheng ; Kankanhalli, Mohan S.
Author_Institution
Inst. for Infocomm Res., Singapore
Volume
2
fYear
2005
fDate
18-23 March 2005
Abstract
In this paper, we present a novel approach for music summarization based on music structure analysis. From the audio signal, we first extract the note onset representing the time tempo of the song and the music structure analysis can be performed based on this tempo information. After music content has been structured into different semantic regions such as introduction (intro), verse, chorus, ending (outro), etc., the final music summary can be created with chorus and music phrases which are included anterior or posterior to the selected chorus to get the desired length of the final summary. In this way, we can guarantee that the summaries begin and end at meaningful music phrase boundaries, which is a difficult problem for existing music summarization methods. Experiments show our proposed method can capture the main theme of the music compared to the ideal summaries selected by music experts and user subjective evaluation indicates our proposed method has a good performance.
Keywords
audio signal processing; feature extraction; indexing; music; automatic music summarization; chorus; content-based music retrieval; feature extraction; meaningful music phrase boundaries; music content semantic region structuring; music indexing; music main theme; music phrases; music structure analysis; note onset extraction; on-line music distribution; song time tempo; Data mining; Frequency; Indexing; Information analysis; Machine learning; Multiple signal classification; Pattern matching; Performance analysis; Rhythm; Signal analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1415618
Filename
1415618
Link To Document