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Classificació de Gèneres Musicals×Mètrica de Similitud Musical×
CampRecuperació d'informació musicalRecuperació d'informació musical
FamíliaMachine learningMachine learning
Any d'origen20022001
Autor originalGeorge TzanetakisBeth Logan
TipusAudio feature-based classificationContent-based audio similarity
Font seminalTzanetakis, G., & Cook, P. (2002). Musical genre classification of audio signals. IEEE Transactions on Speech and Audio Processing, 10(5), 293-302. DOI ↗Logan, B., & Salomon, A. (2001). A music similarity function based on song structure. In Proceedings of the International Conference on Music Information Retrieval. link ↗
Àliesgenre recognition, music categorization, style classificationmusic distance metric, timbral similarity, content-based similarity
Relacionats55
ResumMusic 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.Music 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.
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ScholarGateCompara mètodes: Music Genre Classification · Music Similarity Measure. Recuperat el 2026-06-20 de https://scholargate.app/ca/compare