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Misura di Similarità Musicale×Classificazione del Genere Musicale×
CampoRecupero dell'informazione musicaleRecupero dell'informazione musicale
FamigliaMachine learningMachine learning
Anno di origine20012002
IdeatoreBeth LoganGeorge Tzanetakis
TipoContent-based audio similarityAudio feature-based classification
Fonte seminaleLogan, 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
Correlati55
SintesiMusic 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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ScholarGateConfronta i metodi: Music Similarity Measure · Music Genre Classification. Consultato il 2026-06-20 da https://scholargate.app/it/compare