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Mål for musikalsk likhet×Musikkgenresklassifisering×
FagfeltMusikkinformasjonsgjenfinningMusikkinformasjonsgjenfinning
FamilieMachine learningMachine learning
Opprinnelsesår20012002
OpphavspersonBeth LoganGeorge Tzanetakis
TypeContent-based audio similarityAudio feature-based classification
Opprinnelig kildeLogan, B., & Salomon, A. (2001). A music similarity function based on song structure. In Proceedings of the International Conference on Music Information Retrieval. link ↗Tzanetakis, G., & Cook, P. (2002). Musical genre classification of audio signals. IEEE Transactions on Speech and Audio Processing, 10(5), 293-302. DOI ↗
Aliasmusic distance metric, timbral similarity, content-based similaritygenre recognition, music categorization, style classification
Relaterte55
SammendragMusic similarity measures are computational methods for assessing how musically related two audio recordings are. Introduced by Logan (2001), similarity measures enable content-based music recommendation, playlist generation, and music discovery. Unlike fingerprinting, which identifies the same song, similarity measures gauge stylistic, timbral, and structural resemblance between different songs. Measures can be acoustic (comparing spectral features), high-level (genre, mood), or hybrid.Music genre classification is the task of automatically assigning genre labels (rock, jazz, classical, pop, etc.) to audio recordings. Introduced formally by Tzanetakis and Cook (2002), it is one of the earliest and most studied music information retrieval problems. It remains critical for music discovery, recommendation systems, digital library organization, and music streaming services. Modern systems achieve high accuracy on standard datasets using deep learning.
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ScholarGateSammenlign metoder: Music Similarity Measure · Music Genre Classification. Hentet 2026-06-20 fra https://scholargate.app/no/compare