Automatic structure detection for popular music

Our proposed approach detects music structures by looking at beat-space segmentation, chords, singing-voice boundaries, and melody- and content-based similarity regions. Experiments illustrate that the proposed approach is capable of extracting useful information for music applications.

[1]  Ichiro Fujinaga,et al.  Machine recognition of timbre using steady-state tone of acoustic musical instruments , 1998, ICMC.

[2]  M. Davies,et al.  A HYBRID APPROACH TO MUSICAL NOTE ONSET DETECTION , 2002 .

[3]  Jonathan Foote,et al.  Automatic Music Summarization via Similarity Analysis , 2002, ISMIR.

[4]  Ye Wang,et al.  Key determination of acoustic musical signals , 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763).

[5]  G. H. Wakefield,et al.  To catch a chorus: using chroma-based representations for audio thumbnailing , 2001, Proceedings of the 2001 IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics (Cat. No.01TH8575).

[6]  Edward W. Large,et al.  Perceiving temporal regularity in music , 2002, Cogn. Sci..

[7]  Ye Wang,et al.  Content-based UEP: a new scheme for packet loss recovery in music streaming , 2003, ACM Multimedia.

[8]  John H. L. Hansen,et al.  Discrete-Time Processing of Speech Signals , 1993 .

[9]  Barry Vercoe,et al.  Music thumbnailing via structural analysis , 2003, ACM Multimedia.

[10]  Tong Zhang,et al.  Automatic singer identification , 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

[11]  Masataka Goto,et al.  A chorus-section detecting method for musical audio signals , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

[12]  Eric D. Scheirer,et al.  Tempo and beat analysis of acoustic musical signals. , 1998, The Journal of the Acoustical Society of America.

[13]  Volume Assp,et al.  ACOUSTICS. SPEECH. AND SIGNAL PROCESSING , 1983 .

[14]  Qi Tian,et al.  Content-adaptive digital music watermarking based on music structure analysis , 2007, TOMCCAP.

[15]  Changsheng Xu,et al.  Automatic music classification and summarization , 2005, IEEE Transactions on Speech and Audio Processing.

[16]  Changsheng Xu,et al.  An SVM-based classification approach to musical audio , 2003, ISMIR.

[17]  Andreas Girgensohn,et al.  Creating music videos using automatic media analysis , 2002, MULTIMEDIA '02.

[18]  Lie Lu,et al.  Automated extraction of music snippets , 2003, ACM Multimedia.

[19]  Ning Hu,et al.  Discovering Musical Structure in Audio Recordings , 2002, ICMAI.

[20]  Samy Bengio,et al.  SVMTorch: Support Vector Machines for Large-Scale Regression Problems , 2001, J. Mach. Learn. Res..

[21]  Beth Logan,et al.  Music summarization using key phrases , 2000, 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100).

[22]  Grosvenor W. Cooper,et al.  The Rhythmic Structure of Music , 1971 .

[23]  Brian Christopher Smith,et al.  Query by humming: musical information retrieval in an audio database , 1995, MULTIMEDIA '95.

[24]  Mohan S. Kankanhalli,et al.  Content-based music structure analysis with applications to music semantics understanding , 2004, MULTIMEDIA '04.

[25]  Florence Wickins.  Rudiments and theory of music , 1899 .

[26]  Gonzalo Navarro,et al.  A guided tour to approximate string matching , 2001, CSUR.

[27]  Masataka Goto,et al.  An Audio-based Real-time Beat Tracking System for Music With or Without Drum-sounds , 2001 .

[28]  Daniel P. W. Ellis,et al.  Chord segmentation and recognition using EM-trained hidden markov models , 2003, ISMIR.

[29]  Daniel P. W. Ellis,et al.  Locating singing voice segments within music signals , 2001, Proceedings of the 2001 IEEE Workshop on the Applications of Signal Processing to Audio and Acoustics (Cat. No.01TH8575).

[30]  R. Jackendoff,et al.  A Generative Theory of Tonal Music , 1985 .

[31]  Eugene Narmour,et al.  The Analysis and Cognition of Basic Melodic Structures: The Implication-Realization Model , 1990 .

[32]  Youngmoo E. Kim,et al.  Singer Identification in Popular Music Recordings Using Voice Coding Features , 2002 .

[33]  A Lewis,et al.  THE SCIENCE OF SOUND , 1997 .

[34]  Steve Young,et al.  The HTK book , 1995 .