KwDing / Soundwalk

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Soundwalk

paper

This project researches the difference of popular music in different years.

Example input and output

Input Example Audio

Sound.Walking.Through.Years.mp4

Analysis

I. Level

$rms_{dB} = 20 \times log_{10}rms$.

year avg RMS max 10s

II. Stereo Image

Stereo image

III. Noise Level

ZCR

IV. Frequency Distribution

  • Spectral Centroid

Centroid M Centroid S

  • Harmonic Ratio

Harmonic Ratio

  • Spectral Spread

Spectral Spread

  • Amplitude in different Frequency Bands

Freq Distribution

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