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1 ==================
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2 segmenter
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3 ==================
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4
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5 A project from music structural segmentation.
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6
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7 -------------------
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8 FEATURESETS
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9 -------------------
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10 Features are precomputed using using Sonic annotator.
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11
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12 Extracted features and utilised vamp plugins:
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13
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14 * MFCC, chromagram - QM Vamp plugins, QMUL
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15 http://vamp-plugins.org/plugin-doc/qm-vamp-plugins.html
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16
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17 * NNLS-Chroma chromagram — NNLS Chroma, Matthias Mauch and Chris Cannam
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18 http://isophonics.net/nnls-chroma
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19
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20 * Tempogram features — TempoFeatures, Mi Tian and George Fazekas
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21 Tian et al., ICASSP 2015
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22
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23 * Gammtonegram features - FluctuationPatterns, Mi Tian
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24
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25
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26 -------------------
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27 BOUNDARY RETRIEVAL
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28 -------------------
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29 * Novelty-based methods
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30 Tian et al., ISMIR 2014
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31 Foote 2000.
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32
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33 * C-NMF
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34 Nieto, O., Jehan, T., Convex Non-negative Matrix Factorization For Automatic
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35 Music Structure Identification. ICASSP 2013.
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36
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37 * 2D-FMC
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38 Nieto, O., & Bello, J. P. Music Segment Similarity Using 2D-Fourier
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39 Magnitude Coefficients. ICASSP 2014.
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40
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41 * Serrà, J., Müller, M., Grosche, P., & Arcos, J. L. Unsupervised
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42 Detection of Music Boundaries by Time Series Structure Features. AAAI 2012.
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43
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44 ---------------------
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45 DATASETS
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46 ---------------------
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47 * SALAMI Internet archive
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48 Smith J B L, Burgoyne J A, Fujinaga I, et al. Design and creation of a large-scale database of structural annotations, ISMIR 2011.
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49
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50 * BEATLES
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51 http://isophonics.net/content/reference-annotations-beatles
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52
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53 * ISOPHONICS
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54 http://isophonics.net/content/reference-annotations
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55
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56 JINGJU (30 pieces)
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57 Mi Tian. Hand annotated.
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58
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59 ---------------------
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60 EVALUATION
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61 ---------------------
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62
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63 ---------------------
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64 NOTES & EXTERNAL LINKS
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65 ---------------------
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66
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67 * Mirex results
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68 http://nema.lis.illinois.edu/nema_out/mirex2014/results/struct/sal/summary.html
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69 http://nema.lis.illinois.edu/nema_out/mirex2013/results/struct/sal/summary.html
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70
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71 * Music struture analysis frame work, Nieto
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72 https://github.com/urinieto/msaf
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73 https://github.com/urinieto/SegmenterMIREX2014
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74
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75 * Music segmentation by ordinal linear discriminant analysis, McFee
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76 https://github.com/bmcfee/olda
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77
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78
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