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A comparison of human and computational melody prediction through familiarity and expertisePesek, Matevž ...Melody prediction is an important aspect of music listening. The success of prediction, i.e., whether the next note played in a song is the same as the one predicted by the listener, depends on ... various factors. In the paper, we present two studies, where we assess how music familiarity and music expertise influence melody prediction in human listeners, and, expressed in appropriate data/algorithmic ways, computational models. To gather data on human listeners, we designed a melody prediction userstudy, where familiarity was controlled by two different music collections, while expertise was assessed by adapting the Music Sophistication Index instrument to Slovenian language. In the second study, we evaluated the melody prediction accuracy of computational melody prediction models. We evaluated two models, the SymCHM and the Implication-Realization model, which differ substantially in how they approach melody prediction. Our results show that both music familiarity and expertise affect the prediction accuracy of human listeners, as well as of computational models.Vrsta gradiva - separatZaložništvo in izdelava - Lausanne : Frontiers Research Foundation, 2020Jezik - angleškiCOBISS.SI-ID - 47586051
Avtor
Pesek, Matevž |
Medvešek, Špela, 1994- |
Podlesek, Anja |
Tkalčič, Marko |
Marolt, Matija, računalništvo
Teme
glasba |
merjenje |
psihologija |
zaznavanje glasbe |
poslušanje |
napoved melodije |
napovedovanje |
računsko modeliranje |
separati |
music |
measurement |
psychology |
music perception |
aditory perception |
melody prediction |
prediction |
computational modeling |
Music sophistication index MSI |
offprints
Knjižnica/institucija |
Kraj | Akronim | Za izposojo | Druga zaloga |
---|---|---|---|---|
FF, Osrednja humanistična knjižnica, Ljubljana | Ljubljana | FFLJ |
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
Baze podatkov, v katerih je revija indeksirana
Ime baze podatkov | Področje | Leto |
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Povezave do osebnih bibliografij avtorjev | Povezave do podatkov o raziskovalcih v sistemu SICRIS |
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Pesek, Matevž | 35071 |
Medvešek, Špela, 1994- | |
Podlesek, Anja | 18919 |
Tkalčič, Marko | 20189 |
Marolt, Matija, računalništvo | 15677 |
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