Latent evolutionary signatures: a general framework for analysing music and cultural evolution
Warrell J, Salichos L, Gancz M, Gerstein M. Latent evolutionary signatures: a general framework for analysing music and cultural evolution. Journal Of The Royal Society Interface 2024, 21: 20230647. PMID: 38503341, PMCID: PMC10950459, DOI: 10.1098/rsif.2023.0647.Peer-Reviewed Original ResearchConceptsDomain of musicModeling musical styleCultural processes of changeChord transitionsMusical corporaMusical piecesMusical stylesGenre predictionPrinciples of organizationSongMusicCultural processesCultural evolutionProcess of changeRepresentationGenreDeep generative architecturePiecesStyleHarmonyGenerator architectureEvolutionary spaceLatent embeddingsLatent spaceVariational autoencoder