Large-scale study of chord estimation algorithms based on chroma representation and HMM

CBMI'2007 - 2007 International Workshop on Content-Based Multimedia Indexing, Proceedings

Volumn , Issue , 2007, Pages 53-60

  Papadopoulos, Hélène ^a   Peeters, Geoffroy ^a  

^a Université Pierre et Marie Curie   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ESTIMATION; IMAGE SEGMENTATION; INDEXING (OF INFORMATION); LEARNING SYSTEMS; MARKOV PROCESSES;

(0 , 1) VECTORS; AUDIO SIGNALS; AUTOMATIC ESTIMATION; CONTENT BASED MULTIMEDIA; ESTIMATION ALGORITHMS; HIGHER HARMONICS; INTERNATIONAL (CO); MARKOV MODELLING; MUSIC THEORY; STATE OF THE ARTS;

HIDDEN MARKOV MODELS;

EID: 46749147173     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CBMI.2007.385392     Document Type: Conference Paper

References (15)

1. Takuya Fujishima. Real-time chord recognition of musical sound: A system using common lisp music. In ICMC, pages 464-467, Beijing, China, 1999.
2. Gregory H. Wakefield. Mathematical representation of joint time-chroma distribution. In SPIE, volume 3807, July Denver, Colorado, 1999.
3. Alexander Sheh and Daniel P.W. Ellis. Chord segmentation and recognition using em-trained hmm. In ISMIR, pages 183-189, Baltimore, MD, 2003.
4. Juan P. Bello and Jeremy Pickens. A robust mid-level representation for harmonic content in music signal. In ISMIR, pages 304-311, London, UK, 2005.
5. Christopher A. Harte and Mark B. Sandler. Automatic chord identification using a quantised chromagram. In AES 118th Convention, Barcelona, Spain, 2005.
6. Geoffroy Peeters. Chroma-based estimation of tonality from audio-signal analysis. In ISMIR, pages 115-120, Victoria, Canada 2006.
7. Geoffroy Peeters. Musical key estimation of audio signal based on hmm modeling of chroma vectors. In In DAFX, McGill, pages 127-131, Montreal, Canada, 2006.
8. Emilia Gomez. Tonal description of polyphonic audio for music content processings. INFORMS Journal on Computing, 18(3), 2006.
9. Katy Noland and Mark Sandler. Key estimation using a hidden markov model. In ISMIR, pages 121-126, Victoria, Canada, 2006.
10. Özgür Izmirli. Template based key finding from audio. In ICMC, pages 211-214, Barcelona, Spain, 2005.
11. Namunu C.Maddage. Automatic Structure Detection for Popular Music. IEEE MultiMedia, 13(1):65-77, 2006.
12. L. Rabiner. A tutorial on hidden markov model and selected applications in speech. IEEE, 77(2):257-285, 1989.
13. C.L. Krumhansl. Cognitive Foundations of Musical Pitch. Oxford University Press, New York, 1990.
14. B. Gold and N. Morgan. Speech and audio Signal Processing: Processing and Perception of Speech and Music. John Wiley & Sons, Inc., 1999.
15. Arun Shenoy and Ye Wang. Key, Chord and Rhythm Tracking of Popular Music Recordings. Computer Music Journal, 3(29):75-86, 2005.