https://scholars.lib.ntu.edu.tw/handle/123456789/632450
Title: | Single and Double Element Dynamic Programming Algorithm for Melody Matching | Authors: | Chen P.-H JIAN-JIUN DING |
Keywords: | dynamic programming; melody matching; query by humming; sequence comparison; similarity measurement | Issue Date: | 2022 | Journal Volume: | 2022-January | Source: | Digest of Technical Papers - IEEE International Conference on Consumer Electronics | Abstract: | Dynamic programming (DP) is an effective algorithm to determine the similarity between two sequences. It plays an important role in text comparison, nucleotide sequence alignment, and melody matching. Conventional DP method performs element-to-element or element-to-space comparison and considers only the cases of replacement, deletion, and insertion. In this work, we improve the DP method by performing multiple element comparison. That is, in addition to perform element-wise comparison, we also compare the similarities of element-space to element and space-element to element. Moreover, the global similarity is also adopted to improve the accuracy of DP. Experiments show that, with the proposed algorithm, the accuracy of melody matching can be much improved. It is helpful for improving the performance of the query-by-humming system and applicable to other sequence comparison problems. © 2022 IEEE. |
URI: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127058419&doi=10.1109%2fICCE53296.2022.9730560&partnerID=40&md5=1c21e032a50b9aed6c1c7a827a95a0fb https://scholars.lib.ntu.edu.tw/handle/123456789/632450 |
ISSN: | 0747668X | DOI: | 10.1109/ICCE53296.2022.9730560 | SDG/Keyword: | Dynamic programming algorithm; Dynamic programming methods; Effective algorithms; Matchings; Melody matching; Nucleotides sequences; Query by humming; Sequence alignments; Sequence comparisons; Similarity measurements; Dynamic programming |
Appears in Collections: | 電機工程學系 |
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