mi@0: ================== mi@0: segmenter mi@0: ================== mi@0: mi@0: A project from music structural segmentation. mi@0: mi@0: ------------------- mi@0: FEATURESETS mi@0: ------------------- mi@0: Features are precomputed using using Sonic annotator. mi@0: mi@0: Extracted features and utilised vamp plugins: mi@0: mi@0: * MFCC, chromagram - QM Vamp plugins, QMUL mi@0: http://vamp-plugins.org/plugin-doc/qm-vamp-plugins.html mi@0: mi@0: * NNLS-Chroma chromagram — NNLS Chroma, Matthias Mauch and Chris Cannam mi@0: http://isophonics.net/nnls-chroma mi@0: mi@0: * Tempogram features — TempoFeatures, Mi Tian and George Fazekas mi@0: Tian et al., ICASSP 2015 mi@0: mi@0: * Gammtonegram features - FluctuationPatterns, Mi Tian mi@0: mi@0: mi@0: ------------------- mi@0: BOUNDARY RETRIEVAL mi@0: ------------------- mi@0: * Novelty-based methods mi@0: Tian et al., ISMIR 2014 mi@0: Foote 2000. mi@0: mi@0: * C-NMF mi@0: Nieto, O., Jehan, T., Convex Non-negative Matrix Factorization For Automatic mi@0: Music Structure Identification. ICASSP 2013. mi@0: mi@0: * 2D-FMC mi@0: Nieto, O., & Bello, J. P. Music Segment Similarity Using 2D-Fourier mi@0: Magnitude Coefficients. ICASSP 2014. mi@0: mi@0: * Serrà, J., Müller, M., Grosche, P., & Arcos, J. L. Unsupervised mi@0: Detection of Music Boundaries by Time Series Structure Features. AAAI 2012. mi@0: mi@0: --------------------- mi@0: DATASETS mi@0: --------------------- mi@0: * SALAMI Internet archive mi@0: Smith J B L, Burgoyne J A, Fujinaga I, et al. Design and creation of a large-scale database of structural annotations, ISMIR 2011. mi@0: mi@0: * BEATLES mi@0: http://isophonics.net/content/reference-annotations-beatles mi@0: mi@0: * ISOPHONICS mi@0: http://isophonics.net/content/reference-annotations mi@0: mi@0: JINGJU (30 pieces) mi@0: Mi Tian. Hand annotated. mi@0: mi@0: --------------------- mi@0: EVALUATION mi@0: --------------------- mi@0: mi@0: --------------------- mi@0: NOTES & EXTERNAL LINKS mi@0: --------------------- mi@0: mi@0: * Mirex results mi@0: http://nema.lis.illinois.edu/nema_out/mirex2014/results/struct/sal/summary.html mi@0: http://nema.lis.illinois.edu/nema_out/mirex2013/results/struct/sal/summary.html mi@0: mi@0: * Music struture analysis frame work, Nieto mi@0: https://github.com/urinieto/msaf mi@0: https://github.com/urinieto/SegmenterMIREX2014 mi@0: mi@0: * Music segmentation by ordinal linear discriminant analysis, McFee mi@0: https://github.com/bmcfee/olda mi@0: mi@0: