Combining audio content and social context for semantic music discovery
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Note onset detection for the transcription of polyphonic piano music
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Efficient sparse self-similarity matrix construction for repeating sequence detection
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Modeling music as a dynamic texture
IEEE Transactions on Audio, Speech, and Language Processing
Towards timbre-invariant audio features for harmony-based music
IEEE Transactions on Audio, Speech, and Language Processing
A tree-construction search approach for multivariate time series motifs discovery
Pattern Recognition Letters
Determination of nonprototypical valence and arousal in popular music: features and performances
EURASIP Journal on Audio, Speech, and Music Processing - Special issue on scalable audio-content analysis
Proceedings of the international conference on Multimedia
Real-time audio-to-score alignment using particle filter for coplayer music robots
EURASIP Journal on Advances in Signal Processing - Special issue on musical applications of real-time signal processing
Music thumbnailing incorporating harmony- and rhythm structure
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Leveraging viewer comments for mood classification of music video clips
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 9th International Symposium on Open Collaboration
Using quadratic programming to estimate feature relevance in structural analyses of music
Proceedings of the 21st ACM international conference on Multimedia
Towards cover group thumbnailing
Proceedings of the 21st ACM international conference on Multimedia
Multimedia information retrieval: music and audio
Proceedings of the 21st ACM international conference on Multimedia
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This paper describes a method for obtaining a list of repeated chorus ("hook") sections in compact-disc recordings of popular music. The detection of chorus sections is essential for the computational modeling of music understanding and is useful in various applications, such as automatic chorus-preview/search functions in music listening stations, music browsers, or music retrieval systems. Most previous methods detected as a chorus a repeated section of a given length and had difficulty identifying both ends of a chorus section and dealing with modulations (key changes). By analyzing relationships between various repeated sections, our method, called RefraiD, can detect all the chorus sections in a song and estimate both ends of each section. It can also detect modulated chorus sections by introducing a perceptually motivated acoustic feature and a similarity that enable detection of a repeated chorus section even after modulation. Experimental results with a popular music database showed that this method correctly detected the chorus sections in 80 of 100 songs. This paper also describes an application of our method, a new music-playback interface for trial listening called SmartMusicKIOSK , which enables a listener to directly jump to and listen to the chorus section while viewing a graphical overview of the entire song structure. The results of implementing this application have demonstrated its usefulness