A Novel Query-by-Singing/Humming Method by Estimating Matching Positions Based on Multi-layered Perceptron |
Pham, Tuyen Danh
(Division of Electronics and Electrical Engineering, Dongguk University)
Nam, Gi Pyo (Division of Electronics and Electrical Engineering, Dongguk University) Shin, Kwang Yong (Division of Electronics and Electrical Engineering, Dongguk University) Park, Kang Ryoung (Division of Electronics and Electrical Engineering, Dongguk University) |
1 | X. Wu, M. Li, J. Liu, J. Yang, and Y. Yan, "A top-down approach to melody match in pitch contour for query by humming," in Proc. of International Symposium on Chinese Spoken Language Processing, vol. 2, pp. 669-680, December 13-16, 2006. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.110.1802 |
2 | R. Typke, F. Wiering, and R. C. Veltkamp, "A survey of music information retrieval systems," in Proc. of 6th International Conference on Music Information Retrieval, pp. 153-160, September 11-15, 2005. http://ismir2005.ismir.net/proceedings/1020.pdf |
3 | K. Kim, K. R. Park, S.-J. Park, S.-P. Lee, and M. Y. Kim, "Robust query-by-singing/humming system against background noise environments," IEEE Trans. Consumer Electron., vol. 57, no. 2,pp. 720-725, May 2011. DOI ScienceOn |
4 | G. P. Nam, K. R. Park, S.-J. Park, S.-P. Lee, and M.-Y. Kim, "A new query-by-humming system based on the score level fusion of two classifiers," Int. J. Commun. Syst., vol. 25, issue 6, pp. 717-733, June 2012. DOI ScienceOn |
5 | R. Typke, P. Giannopoulos, R. C. Veltkamp, F. Wiering, and R. V. Oostrum, "Using transportation distances for measuring melodic similarity," in Proc. of International Conference on Music Information Retrieval, pp. 107-114, October 26-30, 2003. http://ismir2003.ismir.net/papers/Typke.PDF |
6 | G. P. Nam, T. T. T. Luong, H. H. Nam, K. R. Park, and S.-J. Park, "Intelligent query by humming system based on score level fusion of multiple classifiers," EURASIP J. Adv. Signal Process., vol. 2011:21, pp. 1-11, July 2011. |
7 | A. Kornstadt, "Themefinder: a web-based melodic search tool," Computing in Musicology, MIT Press, 1998, vol. 11, pp. 231-236. http://www.ccarh.org/publications/books/cm/vol/11/contents.html |
8 | S. Blackburn and D. DeRoure, "A tool for content based navigation of music," in Proc. of ACM International Conference on Multimedia, pp. 361-368, September 12-16, 1998. |
9 | J.-S. R. Jang and M.-Y. Gao, "A query-by-singing system based on dynamic programming," in Proc. of International Workshop on Intelligent Systems Resolutions, pp. 85-89, December 11-12, 2000. http://ir.lib.nthu.edu.tw/bitstream/987654321/17662/1/2030226030026.pdf |
10 | L. Prechelt and R. Typke, "An interface for melody input," ACM Trans. Computer-Human Interact., vol. 8, no. 2, pp. 133-149, June 2001. DOI ScienceOn |
11 | M. Ryynanen and A. Klapuri, "Query by humming of MIDI and audio using locality sensitive hashing," in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing, pp. 2249-2252, March 31-April 4, 2008. |
12 | J.-S. R. Jang and H.-R. Lee, "A general framework of progressive filtering and its application to query by singing/humming," IEEE Trans. Audio Speech Lang. Process., vol. 16, no. 2, pp. 350-358, Feb. 2008. DOI ScienceOn |
13 | S.-P. Heo, M. Suzuki, A. Ito, and S. Makino, "An effective music information retrieval method using three-dimensional continuous DP," IEEE Trans. Multimedia, vol. 8, no. 3, pp. 633- 639, June 2006. DOI ScienceOn |
14 | N. Phiwma and P. Sanguansat, "A novel method for query-by-humming using distance space," in Proc. of International Conference on Pervasive Computing Signal Processing and Applications, pp. 841-845, September 17-19, 2010. |
15 | M. T. Hagan, H. B. Demuth, and M. H. Beale, Neural Network Design, PWS Publishing Company, 1996. http://dl.acm.org/citation.cfm?id=249049 |
16 | M. A. Bartsch and G. H. Wakefield, "Audio thumbnailing of popular music using chroma-based representations," IEEE Trans. Multimedia, vol. 7, no. 1, pp. 96-104, Feb. 2005. DOI ScienceOn |
17 | K. Lemström and E. Ukkonen, "Including interval encoding into edit distance based music comparison and retrieval," in Proc. of Symposium on Creative and Cultural Aspects and Applications of AI and Cognitive Science, pp. 53-60, April 17-20, 2000. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.22.6339 |
18 | M. Mongeau and D. Sankoff, "Comparison of musical sequences," Computers and the Humanities, vol. 24, no. 3, pp. 161-175, June 1990. DOI |
19 | A. Kotsifakos, P. Papapetrou, J. Hollmen, and D. Gunopulos, "A subsequence matching with gaps-range-tolerances framework: a query-by-humming application," in Proc. of the VLDB Endowment, vol. 4, no. 11, pp. 761-771, 2011. http://www.vldb.org/pvldb/vol4/p761-kotsifakos.pdf |
20 | D. Jang, C.-J. Song, S. Shin, S.-J. Park, S.-J. Jang, and S.-P. Lee, "Implementation of a matching engine for a practical query-by-singing/humming system," in Proc. of IEEE International Symposium on Signal Processing and Information Technology, pp. 258-263, December 14-17, 2011. |
21 | M. Muller, Information Retrieval for Music and Motion, Springer, 2007. |
22 | G. P. Nam and K. R. Park, "Multi-classifier based query-by-singing/humming system on mobile device," Multimedia Systems, in submission. |
23 | G. P. Nam and K. R. Park, "Fast Query-by-Singing/Humming System that Combines Linear Scaling and Quantized Dynamic Time Warping Algorithm," KSII Transactions on Internet and Information Systems, in submission. |