Mercurial > hg > segmentation
view README.md @ 18:b4bf37f94e92
prepared to add another annotation
| author | mitian |
|---|---|
| date | Wed, 09 Dec 2015 16:27:10 +0000 |
| parents | 26838b1f560f |
| children |
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================== segmenter ================== A project from music structural segmentation. ------------------- FEATURESETS ------------------- Features are precomputed using using Sonic annotator. Extracted features and utilised vamp plugins: * MFCC, chromagram - QM Vamp plugins, QMUL http://vamp-plugins.org/plugin-doc/qm-vamp-plugins.html * NNLS-Chroma chromagram — NNLS Chroma, Matthias Mauch and Chris Cannam http://isophonics.net/nnls-chroma * Tempogram features — TempoFeatures, Mi Tian and George Fazekas Tian et al., ICASSP 2015 * Gammtonegram features - FluctuationPatterns, Mi Tian ------------------- BOUNDARY RETRIEVAL ------------------- * Novelty-based methods Tian et al., ISMIR 2014 Foote 2000. * C-NMF Nieto, O., Jehan, T., Convex Non-negative Matrix Factorization For Automatic Music Structure Identification. ICASSP 2013. * 2D-FMC Nieto, O., & Bello, J. P. Music Segment Similarity Using 2D-Fourier Magnitude Coefficients. ICASSP 2014. * Serrà, J., Müller, M., Grosche, P., & Arcos, J. L. Unsupervised Detection of Music Boundaries by Time Series Structure Features. AAAI 2012. --------------------- DATASETS --------------------- * SALAMI Internet archive Smith J B L, Burgoyne J A, Fujinaga I, et al. Design and creation of a large-scale database of structural annotations, ISMIR 2011. * BEATLES http://isophonics.net/content/reference-annotations-beatles * ISOPHONICS http://isophonics.net/content/reference-annotations JINGJU (30 pieces) Mi Tian. Hand annotated. --------------------- EVALUATION --------------------- --------------------- NOTES & EXTERNAL LINKS --------------------- * Mirex results http://nema.lis.illinois.edu/nema_out/mirex2014/results/struct/sal/summary.html http://nema.lis.illinois.edu/nema_out/mirex2013/results/struct/sal/summary.html * Music struture analysis frame work, Nieto https://github.com/urinieto/msaf https://github.com/urinieto/SegmenterMIREX2014 * Music segmentation by ordinal linear discriminant analysis, McFee https://github.com/bmcfee/olda