How accurate is automated braille translation?
Liblouis, the open-source engine used by Braille.tools and many professional systems, produces accurate Grade 1 and Grade 2 English braille for standard text. Grade 1 (uncontracted) translation is nearly letter-perfect because each character maps directly.
Grade 2 (contracted) translation is more complex. Some contractions depend on word position, context and surrounding characters. For example, the letters "wh" can be contracted in "while" but not in "rawhide" because "rawhide" is a compound word.
For everyday text — emails, homework, labels, learning materials — automated translation is reliable. For professional publication, legal documents, medical materials and educational textbooks, human proofreading is recommended.
Common braille translation errors to watch for
Ambiguous contractions: Some Grade 2 contractions only apply at the beginning or end of a word. The translator may apply them incorrectly in compound words or unusual contexts.
Number context: In braille, the number sign (dots 3456) switches to numeric mode. If the translator loses track of where numeric mode ends, subsequent characters may be misread as numbers.
Capitalization: The capital sign (dot 6) marks uppercase letters. Missing or extra capital signs change meaning and are a common source of errors.
Formatting: Poetry, tables, code and mathematical notation may not translate correctly through standard braille translation. These require specialized formatting rules.
Is it safe to upload documents?
Braille.tools processes documents securely. Uploaded files are transmitted over HTTPS, processed in isolated environments, and automatically deleted after processing.
We do not store your uploaded content, use it for training, or share it with third parties. See our Privacy Policy for complete details.
For highly sensitive documents (medical records, legal contracts, classified materials), consider using offline desktop tools like Duxbury DBT or BrailleBlaster for maximum data control.
When to use automated vs manual translation
Use automated translation for: learning, homework checking, quick drafts, labels, personal letters, internal documents and content exploration.
Use manual translation (qualified transcriber) for: published books, legal documents, medical materials, educational textbooks, official forms and any material where accuracy is legally or ethically required.
Best practice: Use automated translation as a first draft, then have a qualified braille transcriber review and correct the output before distribution.