Search Results - "Kosta, Katerina"

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    Dynamics and relativity: Practical implications of dynamic markings in the score by Kosta, Katerina, Bandtlow, Oscar F., Chew, Elaine

    Published in Journal of new music research (20-10-2018)
    “…Knowing how notated dynamic markings map to/from performed loudness have practical implications for music transcription and expression synthesis. Analysing…”
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    Journal Article
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    STEMGEN: A Music Generation Model That Listens by Parker, Julian D., Spijkervet, Janne, Kosta, Katerina, Yesiler, Furkan, Kuznetsov, Boris, Wang, Ju-Chiang, Avent, Matt, Chen, Jitong, Le, Duc

    “…End-to-end generation of musical audio using deep learning techniques has seen an explosion of activity recently. However, most models concentrate on…”
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    Conference Proceeding
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    Mapping between dynamic markings and performed loudness: a machine learning approach by Kosta, Katerina, Ramírez, Rafael, Bandtlow, Oscar F., Chew, Elaine

    “…Loudness variation is one of the foremost tools for expressivity in music performance. Loudness is frequently notated as dynamic markings such as (piano,…”
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    Journal Article
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    StemGen: A music generation model that listens by Parker, Julian D, Spijkervet, Janne, Kosta, Katerina, Yesiler, Furkan, Kuznetsov, Boris, Wang, Ju-Chiang, Avent, Matt, Chen, Jitong, Le, Duc

    Published 14-12-2023
    “…End-to-end generation of musical audio using deep learning techniques has seen an explosion of activity recently. However, most models concentrate on…”
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    Journal Article
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    Modeling the Rhythm from Lyrics for Melody Generation of Pop Song by Zhang, Daiyu, Wang, Ju-Chiang, Kosta, Katerina, Smith, Jordan B. L, Zhou, Shicen

    Published 03-01-2023
    “…Creating a pop song melody according to pre-written lyrics is a typical practice for composers. A computational model of how lyrics are set as melodies is…”
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    Journal Article