Automatic chord recognition based on probabilistic integration of chord transition and bass pitch estimation

ISMIR 2008 - 9th International Conference on Music Information Retrieval

Volumn , Issue , 2008, Pages 39-44

  Sumi, Kouhei ^a   Itoyama, Katsutoshi ^a   Yoshii, Kazuyoshi ^b   Komatani, Kazunori ^a   Ogata, Tetsuya ^a   Okuno, Hiroshi G ^a  

^a KYOTO UNIVERSITY   (Japan)

^b NATIONAL INSTITUTE OF ADVANCED INDUSTRIAL SCIENCE AND TECHNOLOGY AIST   (Japan)

Author keywords

Bass line; Chord recognition; Hypothesis search; Probabilistic integration

Indexed keywords

BASS LINE; CHORD RECOGNITION; CHORD SEQUENCE; FRAME-RATE; GAUSSIAN MIXTURE MODEL; HYPOTHESIS SEARCH; HYPOTHESIS SPACE; JOINT PROBABILITY; PITCH ESTIMATION; POLYPHONIC MUSICAL SIGNALS; PROBABILISTIC FRAMEWORK; PROBABILISTIC INTEGRATION; WEIGHTED SUM;

COMPUTER MUSIC; INFORMATION RETRIEVAL;

ACOUSTIC VARIABLES MEASUREMENT;

EID: 80052068532     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. A. Sheh and D. P. W. Ellis, "Chord Segmentation and Recognition Using EM-Trained Hidden Markov Models," Proc. ISMIR, pp. 183-189, 2003.
2. J. P. Bello and J. Pickens, "A Robust Mid-level Representation for Harmonic Content in Music Signals," Proc. ISMIR, pp. 304-311, 2005.
3. K. Lee and M. Slaney, "A Unified System for Chord Transcription and Key Extraction Using Hidden Markov Models," Proc. ISMIR, pp. 245-250, 2007.
4. T. Fujishima, "Realtime Chord Recognition of Musical Sound: a System Using Common Lisp Music," Proc. ICMC, pp. 464-467, 1999.
5. C. A. Harte, M. B. Sandler, and M. Gasser, "Detecting Harmonic Change in Musical Audio," Proc. Audio and Music Computing for Multimedia Wo rkshop, pp. 21-26, 2006.
6. T. Yoshioka, T. Kitahara, K. Komatani, T. Ogata, and H. G. Okuno, "Automatic Chord Transcription with Concurrent Recognition of Chord Symbols and Boundaries," Proc. ISMIR, pp. 100-105, 2004.
7. M. Goto, "A Chorus-Section Detecting Method for Musical Audio Signals," Proc. ICASSP, V, pp. 437-440, 2003.
8. M. Goto, "A Real-time Music-scene-description System: Predominant-F0 Estimation for Detecting Melody and Bass Lines in Real-world Audio Signals," Speech Comm., 43: 4, pp. 311-329, 2004.
9. M. Goto, "An Audio-based Real-time Beat Tracking System for Music With or Without Drum-sounds," Journal. of New Music Research, 30: 2, pp. 159-171, 2001.
10. C. A. Harte, et al, "Symbolic Representation of Musical Chords: A Proposed Syntax for Text Annotations," Proc. ISMIR, pp. 66-71, 2005.