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משפחהMachine learningMachine learning
שנת המקור19772001
הוגה השיטהJohn M. GreyBeth Logan
סוגAcoustic feature extraction and analysisContent-based audio similarity
מקור מכונןGrey, J. M. (1977). Multidimensional perceptual scaling of musical timbres. The Journal of the Acoustical Society of America, 61(5), 1270-1277. 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 ↗
כינוייםtone color analysis, spectral characterization, timbre descriptor extractionmusic distance metric, timbral similarity, content-based similarity
קשורות55
תקצירTimbre 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.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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ScholarGateהשוואת שיטות: Timbre Analysis · Music Similarity Measure. אוחזר בתאריך 2026-06-19 מתוך https://scholargate.app/he/compare