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Classificazione del Genere Musicale×Analisi del timbro×
CampoRecupero dell'informazione musicaleRecupero dell'informazione musicale
FamigliaMachine learningMachine learning
Anno di origine20021977
IdeatoreGeorge TzanetakisJohn M. Grey
TipoAudio feature-based classificationAcoustic feature extraction and analysis
Fonte seminaleTzanetakis, G., & Cook, P. (2002). Musical genre classification of audio signals. IEEE Transactions on Speech and Audio Processing, 10(5), 293-302. DOI ↗Grey, J. M. (1977). Multidimensional perceptual scaling of musical timbres. The Journal of the Acoustical Society of America, 61(5), 1270-1277. DOI ↗
Aliasgenre recognition, music categorization, style classificationtone color analysis, spectral characterization, timbre descriptor extraction
Correlati55
SintesiMusic 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.Timbre analysis is the computational characterization and modeling of tone color—the perceived quality that distinguishes one instrument from another even at the same pitch and loudness. Pioneered by Grey (1977), timbre analysis extracts acoustic descriptors that characterize spectral shape, temporal dynamics, and harmonic content. It underlies instrument identification, music similarity assessment, and audio retrieval. Unlike melody and rhythm, timbre is high-dimensional and context-dependent, making it one of the most challenging aspects of music analysis.
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ScholarGateConfronta i metodi: Music Genre Classification · Timbre Analysis. Consultato il 2026-06-18 da https://scholargate.app/it/compare