Online real-time onset detection with recurrent neural networks

Proceedings of the International Conference on Digital Audio Effects, DAFx

Volumn , Issue , 2012, Pages

  Böck, Sebastian ^a   Arzt, Andreas ^a   Krebs, Florian ^a   Schedl, Markus ^a  

^a JOHANNES KEPLER UNIVERSITY LINZ   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO SIGNAL; COMPARATIVE PERFORMANCE; DETECTION ALGORITHM; OFF-LINE ALGORITHM; ON-LINE ALGORITHMS; ONSET DETECTION; REAL- TIME; SIGNAL INFORMATION; STATE OF THE ART; VERY LARGE DATABASE;

RECURRENT NEURAL NETWORKS;

EID: 85139268700     PISSN: 24136700     EISSN: 24136689     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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2. N. Collins, "A comparison of sound onset detection algorithms with emphasis on psychoacoustically motivated detection functions," in Proceedings of the 118th AES Convention, 2005, pp. 28-31.
3. S. Dixon, "Onset detection revisited," in Proceedings of the 9th International Conference on Digital Audio Effects (DAFx), Montreal, Quebec, Canada, September 2006, pp. 133-137.
4. A. Lacoste and D. Eck, "A supervised classification algorithm for note onset detection," EURASIP Journal on Applied Signal Processing, pp. 153-153, 2007.
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7. D. Stowell and M. Plumbley, "Adaptive whitening for improved real-time audio onset detection," in Proceedings of the International Computer Music Conference (ICMC), 2007, pp. 312-319.
8. "MIREX 2010 onset detection results," http://nema.lis.illinois. edu/nema-out/mirex2010/results/aod/, 2010.
9. "MIREX 2011 onset detection results," http://nema.lis.illinois. edu/nema-out/mirex2011/results/aod/, 2011.
10. A. Holzapfel, Y. Stylianou, A.C. Gedik, and B. Bozkurt, "Three dimensions of pitched instrument onset detection," Audio, Speech, and Language Processing, IEEE Transactions on, vol. 18, no. 6, pp. 1517-1527, 2010.