| dc.contributor.advisor | 陳良弼 | zh_TW |
| dc.contributor.advisor | Chen,Arbee L.P. | en_US |
| dc.contributor.author (作者) | 梁敬偉 | zh_TW |
| dc.contributor.author (作者) | Liang, Jing Wei | en_US |
| dc.creator (作者) | 梁敬偉 | zh_TW |
| dc.creator (作者) | Liang, Jing Wei | en_US |
| dc.date (日期) | 2005 | en_US |
| dc.date.accessioned | 17-九月-2009 13:59:56 (UTC+8) | - |
| dc.date.available | 17-九月-2009 13:59:56 (UTC+8) | - |
| dc.date.issued (上傳時間) | 17-九月-2009 13:59:56 (UTC+8) | - |
| dc.identifier (其他 識別碼) | G0093753034 | en_US |
| dc.identifier.uri (URI) | https://nccur.lib.nccu.edu.tw/handle/140.119/32664 | - |
| dc.description (描述) | 碩士 | zh_TW |
| dc.description (描述) | 國立政治大學 | zh_TW |
| dc.description (描述) | 資訊科學學系 | zh_TW |
| dc.description (描述) | 93753034 | zh_TW |
| dc.description (描述) | 94 | zh_TW |
| dc.description.abstract (摘要) | 抽取出音樂當中的近似重複樣式來做音樂檢索可以減少要比對的資料量，但是使用者若使用沒有重複的旋律來查詢便會有找不到歌曲的情況。另一方面，將音樂分段成phrase可以減少樹狀索引結構的空間，亦可減少查詢處理時間，但是使用者的查詢若是跨越phrase的，也將影響查詢結果。在本論文中，我們比較了以近似重複樣式與phrase兩種不同的音樂特徵用來做音樂檢索的效果以及效率。根據實驗顯示，使用者的查詢是重複旋律的機會大於單一phrase，所以用近似重複樣式作為音樂查詢比對資料效果是比phrase好的。而在1-D List索引結構下，近似重複樣式的效率也優於phrase。除此之外，本論文也提出了一個新的近似重複樣式抽取方法，實驗證明我們的方法是有效的。 | zh_TW |
| dc.description.abstract (摘要) | Extract the approximate repeating pattern from music data will decrease the volumes of music data that need to be tested when music retrieve. If the user’s query is not a repeating melody, it can’t retrieve the music that the user wants correctly. In addition, segment the music by phrase will decrease the space that tree-like index structure need, and also decrease the retrieval processing time. If the user’s query is not a single phrase, it will influence the effectiveness of retrieval. In this thesis, we compare the effectiveness and efficiency of music retrieval methods with two different music features (approximate repeating pattern and phrase). According to experiment results, the probability that user’s query is repeating melody is more than the probability that user’s query is a single phrase. Therefore, we are of the opinion that the effectiveness that use approximate repeating pattern to process retrieval is more prominent than the effectiveness that phrase to process retrieval. Furthermore, the efficiency that use approximate repeating pattern to process retrieval is more outstanding than use phrase under 1-D List index structure. Besides, a new approximate repeating pattern extraction method is proposed. Experiment results show that our approximate repeating pattern extraction method can work correctly. | en_US |
| dc.description.tableofcontents | 中文摘要…………………………………………………………………i英文摘要………………………………………………………………ii誌謝……………………………………………………………………iii目錄………………………………………………………………………v圖目錄…………………………………………………………………vii表目錄……………………………………………………………………x第一章 導論 1.1 研究背景………………………………………………1 1.2 研究動機………………………………………………2 1.3 論文組織………………………………………………3第二章 音樂檢索相關研究 2.1 音樂資料前處理………………………………………5 2.2 索引及相似度測量……………………………………7第三章 近似重複樣式研究 3.1 近似重複樣式…………………………………………14 3.2 近似重複樣式相關研究………………………………15 3.3 近似字串比對演算法…………………………………19 3.4 新的近似重複樣式抽取方法…………………………24第四章 音樂分段研究 4.1 音樂分段………………………………………………31 4.2 音樂分段相關研究……………………………………32 4.3 音樂分段演算法………………………………………35第五章 系統實做 5.1 音樂資料前處理………………………………………36 5.2 音樂索引及相似度測量………………………………37 5.3 系統介面………………………………………………38第六章 實驗結果與分析 6.1 實驗參數與參數設置…………………………………41 6.2 效果比較………………………………………………42 6.3 效率比較………………………………………………46第七章 結論與未來方向 7.1 結論……………………………………………………51 7.2 未來方向………………………………………………52參考文獻.............................................53 | zh_TW |
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| dc.language.iso | en_US | - |
| dc.source.uri (資料來源) | http://thesis.lib.nccu.edu.tw/record/#G0093753034 | en_US |
| dc.subject (關鍵詞) | 音樂檢索 | zh_TW |
| dc.subject (關鍵詞) | 近似重複樣式 | zh_TW |
| dc.subject (關鍵詞) | 音樂分段 | zh_TW |
| dc.subject (關鍵詞) | music retrieval | en_US |
| dc.subject (關鍵詞) | approximate repeating pattern | en_US |
| dc.subject (關鍵詞) | music segmentation | en_US |
| dc.title (題名) | 基於不同音樂特徵的音樂檢索方法的效果及效率比較 | zh_TW |
| dc.title (題名) | Comparing Music Retrieval Methods with Different Music Features | en_US |
| dc.type (資料類型) | thesis | en |
| dc.relation.reference (參考文獻) | [1] B. Blackburn, and D. DeRoure. A tool for content-based navigation of music. In Proceedings of ACM Multimedia 98, September 11-15, 1998. | zh_TW |
| dc.relation.reference (參考文獻) | [2] E. Cambouropoulos. The Local Boundary Detection Model (LBDM) and its Application in the Study of Expressive Timing. In Proceedings of International Computer Music Conference, 2001. | zh_TW |
| dc.relation.reference (參考文獻) | [3] H.C. Chen, C.H. Lin, and A.L.P. Chen. Music Segmentation by Rhythmic Features and Melodic Shapes. In Proceedings of IEEE International Conference on Multimedia and Expo, 2004. | zh_TW |
| dc.relation.reference (參考文獻) | [4] T. Crawford, C.S. Iliopoulos, and R. Raman. String Matching Techniques for Musical Similarity and Melodic Recognition, Computing in Musicology, Vol 11, 73-100,1998. | zh_TW |
| dc.relation.reference (參考文獻) | [5] J.S. Downie. The musifind music information retrieval project, phase iii: evaluation of indexing options. In Canadian Association for Information Science proceedings of the 23rd Annual Conference, Connectedness: Information, Systems, People, Organisations, pages 135-46. 1995. | zh_TW |
| dc.relation.reference (參考文獻) | [6] A. Ghias, J. Logan, D. Chamberlin, and B. Smith. Query by humming - musical information retrieval in an audio database. In ACM Multimedia 95 - Electronic Proceedings, 1995. | zh_TW |
| dc.relation.reference (參考文獻) | [7] D. Gusfield. Algorithms on Strings, Trees, and Sequences, Cambridge University Press, 1997. | zh_TW |
| dc.relation.reference (參考文獻) | [8] J.L. Hsu, A.L.P. Chen, and H.C. Chen. Finding Approximate Repeating Patterns from Sequence Data. In Proceedings of International Symposium on Music Information Retrieval, 2004. | zh_TW |
| dc.relation.reference (參考文獻) | [9] J.L. Hsu, C.C. Liu, and A.L.P. Chen. Discovering Non-trivial Repeating Patterns in Music Data, IEEE Transactions on Multimedia, 2001. | zh_TW |
| dc.relation.reference (參考文獻) | [10] W. Lee, and A.L.P. Chen. Efficient Multi-Feature Index Structures for Music Data Retrieval. In Proceedings of SPIE Conference on Storage and Retrieval for Image and Video Databases, 2000. | zh_TW |
| dc.relation.reference (參考文獻) | [11] K. Lemström, and E. Ukkonen. Including interval encoding into edit distance based music comparison and retrieval. Proc. of the AISB`2000 Symposium on Creative & Cultural Aspects and Applications of AI & Cognitive Science, pp. 53-60, University of Birmingham, 2000. | zh_TW |
| dc.relation.reference (參考文獻) | [12] C.C. Liu, J.L. Hsu, and A.L.P. Chen. An Approximate String Matching Algorithm for Content-based Music Data Retrieval. In Proceedings of International Conferences on Multimedia Computing and Systems, 1999. | zh_TW |
| dc.relation.reference (參考文獻) | [13] N.H. Liu, Y.H. Wu, and A.L.P. Chen. An Efficient Approach to Extracting Approximate Repeating Patterns in Music Databases, In Proceedings of International Conference on Database Systems for Advanced Applications, 2005. | zh_TW |
| dc.relation.reference (參考文獻) | [14] MIDI Manufacturers Association (MMA), MIDI 1.0 Specification, http://www.midi.org/. | zh_TW |
| dc.relation.reference (參考文獻) | [15] R.J. McNab, L.A. Smith, I.H. Witten, C.L. Henderson, and S.J. Cunningham. Towards the digital music library: Tune retrieval from acoustic input. In Digital Libraries Conference, 1996. | zh_TW |
| dc.relation.reference (參考文獻) | [16] M. Mongeau, and D. Sankoff. Comparison of musical sequences. Computers and the Humanities 24 161-175, 1990. | zh_TW |
| dc.relation.reference (參考文獻) | [17] R.E. Prather, Harmonic analysis from the computer representation of a musical score. Communication of the ACM. vol. 39, no. 12, Dec. 1996, pp. 119, 1996. | zh_TW |
| dc.relation.reference (參考文獻) | [18] P.Y. Rolland. FlExPat: Flexible Extraction of Sequential Patterns, In Proceedings of the IEEE International Conference on Data Mining, 2001. | zh_TW |
| dc.relation.reference (參考文獻) | [19] H.H. Shih, S.S. Narayanan, and C.C.J. Kuo. Automatic Main Melody Extraction From MIDI Files with a Modified Lempel-Ziv Algorithm, In Proceedings of International Symposium on Intelligent Multimedia, Video and Speech Processing, 2001. | zh_TW |
| dc.relation.reference (參考文獻) | [20] A. Uitdenbogerd, and J. Zobel. Manipulation of music for melody matching. In Proceedings of ACM Multimedia 98, September 11-15, 1998. | zh_TW |
| dc.relation.reference (參考文獻) | [21] A. Uitdenbogerd, and J. Zobel. Melodic Matching Techniques for Large Music Databases, In Proceedings of the ACM Multimedia Conference, 1999. | zh_TW |
| dc.relation.reference (參考文獻) | [22] 王加元, 音樂容錯查詢-利用Approximate String Matching, 政治大學資訊科學系專題報告, 2005. | zh_TW |
