Efficient music note recognition based on a self-organizing map tree and linear vector quantization

Soft Computing

Volumn 13, Issue 12, 2009, Pages 1187-1198

  Youssef, Khalid ^a   Woo, Peng Yung ^a  

^a NORTHERN ILLINOIS UNIVERSITY   (United States)

Author keywords

Linear vector quantization; Note recognition; Self organizing map; Self organizing map tree; Time delay neural network

Indexed keywords

FILTERING TECHNIQUE; LINEAR VECTOR QUANTIZATION; MUSIC NOTES; NOISE ENVIRONMENTS; NOTE RECOGNITION; POTENTIAL APPLICATIONS; RECOGNITION RATES; SELF-ORGANIZING MAP TREE; TIME DELAY NEURAL NETWORK; TIME DELAY NEURAL NETWORKS;

ACOUSTIC SIGNAL PROCESSING; CONFORMAL MAPPING; SELF ORGANIZING MAPS; SIGNAL PROCESSING; SPEECH RECOGNITION; TIME DELAY; VECTORS;

VECTOR QUANTIZATION;

EID: 67749084126     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-009-0416-2     Document Type: Conference Paper

References (13)

1. Cemgil A, Kappen H, Barber D (2006) A generative model for music transcription. Audio Speech Lang Process 14(2):679-694
2. Klapuri A, Eronen A, Astola J (2006) Analysis of the meter of acoustic musical signals. Audio Speech Lang Process 14(1):342-355
3. Kohonen T (2001) Self-organizing maps. Springer, Heidelberg
4. Marolt M (2004) A connectionist approach to automatic transcription of polyphonic piano music. Multimedia 6(3):439-449
5. Park K, Yoon W, Lee K et al (2005) MRTB framework: A robust content-based music retrieval and browsing. Consum Electron 51(1):117-122
6. Pikrakis A, Theodoridis S, Kamarotos D (2006) Classification of musical patterns using variable duration hidden Markov models. Audio Speech Lang Process 14(5):1795-1807
7. Rowe R (2001) Machine musicianship. The MIT Press, Cambridge
8. Schmidt A, Stone T (2002) Music classification and identification system. Technical report, University of Colorado
9. Shen J, Shepherd J, Ngu A (2006) Towards effective content-based music retrieval with multiple acoustic feature combination. Multimedia 8(6):1179-1189
10. Thornburg H, Leistikow R, Berger J (2007) Melody extraction and musical onset detection via probabilistic models of framewise STFT peak data. Audio Speech Lang Process 15(4):1257-1272
11. Wan E (1990) Temporal back-propagation for FIR neural networks. In: Proceedings of neural networks IJCNN'90, Washington, pp 575-580
12. Ying S, Yu G, Kuo S (2005) A robust hybrid feedback active noise cancellation headset. Speech Audio Process 13(4):607-617
13. Yu S, Hu J (2001) Controller design for active noise cancellation headphones usingexperimental raw data. Mechatronics 6(4):483-490