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HọMachine learningMachine learning
Năm ra đời20022008
Người khởi xướngBryan PardoAnssi Klapuri
LoạiHarmonic function and progression analysisPolyphonic audio analysis
Công trình gốcPardo, B., & Birmingham, W. P. (2002). Algorithms for chordal analysis. Computer Music Journal, 26(4), 27-49. DOI ↗Salamon, J., & Gómez, E. (2014). Melody extraction from polyphonic music signals using pitch contour characteristics. IEEE Transactions on Audio, Speech, and Language Processing, 20(6), 1759-1770. link ↗
Tên gọi khácfunctional harmony analysis, harmonic progression detection, tonal function estimationpitch contour extraction, melodic line extraction, f0 tracking
Liên quan55
Tóm tắtHarmonic analysis is the computational study of chord progressions, harmonic function, and tonal relationships in music. Formalized for audio by Pardo and Birmingham (2002), it goes beyond simple chord identification to interpret harmonic role and structure. Harmonic analysis is essential for music theory education, compositional understanding, and music generation systems. It requires understanding both the chords themselves and their functional relationships within a tonal context.Melody extraction is the task of automatically isolating the main melodic contour from polyphonic music recordings. It originated from music transcription research in the 2000s and addresses the core challenge of human pitch perception: identifying the perceptually dominant pitch when many instruments play simultaneously. Modern approaches use deep learning and are essential for music analysis, cover song detection, and music-to-lyrics alignment.
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ScholarGateSo sánh phương pháp: Harmonic Analysis in Music · Melody Extraction. Truy cập ngày 2026-06-19 từ https://scholargate.app/vi/compare