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[⚠️ JOURNEY] Building MP3 AI Manager for Music Hoarders (Day 30)

Author AvatarViet Phan
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Feb 15, 2025
1 min read

Day 30

Hours worked/Total: 8/96.5

Avaloniafourier1

Day Recap

Started Fourier Transform experiments for spectral analysis. Got some low-frequency baselines, but results feel off. Struggled with filtering and visualization, and realized rectangles look ugly as hell compared to the smooth sine waves in pro DJ softwares.

What I Did

  • Extracted low-frequency data—seems wrong, initial frequencies overpower everything.
    • Rendered low-frequency waveform to visually debug, still doesn’t map right.
  • Bars look blocky and unrefined—real software uses smooth sine-like interpolations.
  • Tried to split into 3 bands with filters (low, mid, high).
    • Not working. Everything registers as high-pass frequencies, meaning filtering logic is broken.
  • Realized I Need a Proper Fourier Approach:
    • Need to correctly map frequency bins back to time domain.
    • Might have to rethink rendering method—probably need smoother interpolation instead of basic bars.

Remarks

Fourier transforms are pure pain if you don’t know what you’re doing. This might take a while…

Next Goals

I am burnt our and will need few days to recoup.

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