This ebook offers an in-depth creation and review of present learn in computational song research. Its seventeen chapters, written by way of best researchers, jointly signify the range in addition to the technical and philosophical sophistication of the paintings being performed this present day during this intensely interdisciplinary box. A vast diversity of techniques are awarded, utilising ideas originating in disciplines akin to linguistics, info thought, details retrieval, trend attractiveness, computing device studying, topology, algebra and sign processing. the various tools defined draw on well-established theories in song idea and research, reminiscent of Forte's pitch-class set thought, Schenkerian research, the tools of semiotic research built through Ruwet and Nattiez, and Lerdahl and Jackendoff's Generative thought of Tonal Music.
The e-book is split into six components, protecting methodological concerns, harmonic and pitch-class set research, shape and voice-separation, grammars and hierarchical relief, motivic research and trend discovery and, eventually, class and the invention of precise patterns.
As a close and updated photograph of present study in computational song research, the ebook offers a useful source for researchers, academics and scholars in tune concept and research, machine technology, song info retrieval and comparable disciplines. It additionally presents a state of the art reference for practitioners within the track know-how industry.
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Extra resources for Computational Music Analysis
273 Olivier Lartillot 12 A Wavelet-Based method of development Discovery in Melodies . . . . . . . 303 Gissel Velarde, David Meredith, and Tillman Weyde thirteen Analysing track with Point-Set Compression Algorithms . . . . . . . . . . 335 David Meredith half VI Classiﬁcation and distinct styles 14 Composer Classiﬁcation types for Music-Theory development . . . . . . . . 369 Dorien Herremans, David Martens, and Kenneth S¨orensen 15 distinction trend Mining in people song research . . . . . . . . . . . . . . . . . 393 Kerstin Neubarth and Darrell Conklin sixteen development and Antipattern Discovery in Ethiopian Bagana Songs . . . . . 425 Darrell Conklin and St´ephanie Weisser 17 utilizing Geometric Symbolic Fingerprinting to find precise styles in Polyphonic song Corpora . . . . . . . . . . . . . . . . . . . . . . . . . . 445 Tom Collins, Andreas Arzt, Harald Frostel, and Gerhard Widmer Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 475 List of participants Samer Abdallah division of machine technological know-how, collage collage London, London, united kingdom, e mail: s. abdallah@ucl. ac. united kingdom Moreno Andreatta CNRS, France, and IRCAM, Paris, France, and Universit´e Pierre et Marie Curie, Paris, France, email: moreno. andreatta@ircam. fr Andreas Arzt division of Computational notion, Johannes Kepler college, Linz, Austria, electronic mail: andreas. arzt@jku. at Louis Bigo division of desktop technology and Artiﬁcial Intelligence, collage of the Basque state UPV/EHU, San Sebasti´an, Spain, email: louis. bigo@ehu. eus Emilios Cambouropoulos tuition of track reports, Aristotle college of Thessaloniki, Thessaloniki, Greece, email: emilios@mus. auth. gr Tom Collins college of expertise, De Montfort collage, Leicester, united kingdom, e mail: tom. collins@dmu. ac. united kingdom Darrell Conklin division of desktop technological know-how and Artiﬁcial Intelligence, collage of the Basque kingdom UPV/EHU, San Sebasti´an, Spain, and IKERBASQUE, Basque beginning for technological know-how, Bilbao, Spain, e mail: darrell. conklin@ehu. eus Harald Frostel division of Computational belief, Johannes Kepler collage, Linz, Austria, e mail: harald. frostel@jku. at Mathieu Giraud CNRS, France, and Centre de Recherche en Informatique, sign et Automatique de Lille (CRIStAL), Universit´e de Lille 1, Villeneuve d’Ascq, France, e mail: mathieu@algomus. fr Nicolas Gold division of laptop technological know-how, collage university London, London, united kingdom, electronic mail: n. gold@ucl. ac. united kingdom xiii xiv checklist of participants Emilia G´omez Universitat Pompeu Fabra, Barcelona, Spain, email: emilia. gomez@upf. edu Richard Groult Laboratoire Mod´elisation, info et Syst`emes, Universit´e Picardie Jules Verne, Amiens, France, electronic mail: richard@algomus. fr Masatoshi Hamanaka scientific study middle, Kyoto college, Kyoto, Japan, email: masatosh@kuhp. kyoto-u. ac. jp Dorien Herremans ANT/OR, collage of Antwerp Operations study team, Antwerp, Belgium, email: dorien. herremans@uantwerpen. be Keiji Hirata destiny collage Hakodate, Hakodate, Hokkaido, Japan, e mail: hirata@fun.