音乐处理原理Fundamentals of Music Processing（FMP）

Overview

• Music Representations：Music notation; MIDI; audio signal; waveform; pitch; loudness; timbre
• Fourier Analysis of Signals：Discrete/analog signal; sinusoid; exponential; Fourier transform; Fourier representation; DFT; FFT; STFT
• Music Synchronization：Chroma feature; dynamic programming; dynamic time warping (DTW); alignment; user interface
• Music Structure Analysis：Similarity matrix; repetition; thumbnail; homogeneity; novelty; evaluation; precision; recall; F-measure; visualization; scape plot
• Chord Recognition：Harmony; music theory; chords; scales; templates; hidden Markov model (HMM); evaluation
• Tempo and Beat Tracking：Onset; novelty; tempo; tempogram; beat; periodicity; Fourier analysis; autocorrelation
• Content-Based Audio Retrieval：Identification; fingerprint; audio matching; version identification; cover song
• Musically Informed Audio Decomposition：Harmonic/percusive separation; signal reconstruction; instantaneous frequency; fundamental frequency (F0); trajectory; nonnegative matrix factorization (NMF)

Music Representations

• Sheet Music
• Piano roll
• Symbolic Format: CSV,MIDI,MusicXML,Rendering
• Waves and Waveforms

References

FMP课程主页
音乐处理原理（FMP）核心内容翻译附阅读笔记