~/talk

Lossy text compression, for some reason?!

Talkat !!Con 2016 · on Monday, 2016-05-30· [creative-coding]
slides:none on file

Applies JPEG-style lossy compression to text by converting letters to numbers and by compressing semantics with word embeddings, using a discrete cosine transform, KD-tree nearest-word reconstruction and simple Python code to invert vectors back to words. Experiment uses Genesis 1 (letters as letter-to-number 0–26 and words as word2vec 300‑dim vectors), shows examples at 2%, 50%, 91% and even 99% compression; outputs range from garbled letters to plausibly summarized, sometimes poetic phrases, suggesting possible low‑memory embedding or summarization uses.

AI-written summary · about

  1. 0:00Intro
  2. 0:51Introduction
  3. 2:05DCT
  4. 5:24Poetry
  5. 7:43Word embeddings
  6. 9:36Approximated text compression
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