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Rayinfos

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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

本文作者:Rayinfos

本文链接:https://www.cnblogs.com/rayinfos/p/16855488.html

版权声明:本作品采用知识共享署名-非商业性使用-禁止演绎 2.5 中国大陆许可协议进行许可。

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