Tools

Text Noise Cleaner for OCR and Copy-Paste

Remove control characters and excessive punctuation from text.

Text Noise Cleaner

Clean up noisy text from OCR, logs, or copy-paste sources. This helps make content readable and easier to process.

How to use the Text Noise Cleaner

  1. Paste the text to clean.
  2. Click Clean.
  3. Copy the cleaned output.

Common use cases

  • Fixing OCR output from scans.
  • Cleaning pasted text from PDFs.
  • Removing control characters from logs.
  • Preparing text for analysis.

Tips & notes

  • Review punctuation changes in legal or technical text.
  • Keep a copy of the original for comparison.
  • Combine with whitespace normalization for best results.

Related text tools

  • Whitespace Normalizer
  • Sentence Boundary Fixer
  • Invisible Character Finder

FAQ

What is removed?
Control characters and repeated punctuation.
Does it remove emoji?
No. It focuses on control chars and punctuation noise.
Is it safe for code?
Use caution; it may change punctuation in code samples.