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zbytek-team / speech-analysis

MIT License
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Add data exploration #24

Closed ack2406 closed 1 week ago

ack2406 commented 1 week ago

I have no idea what to do with data we got but maybe we could show stuff like

  1. mean, variance, min and max for each feature in each language
  2. distributions for some features and compare them with languages
  3. heatmaps for correlations between features
  4. compare those correlations between languages
  5. histograms for mean features like pitch, spectral centroid or spectral bandwidth to look for differences in frequency ranges
  6. boxplots or scatter plots?
  7. k-means clustering or something???