A speech recognizer predicts words from sound; it does not understand your intention the way a human editor does. Proofreading is therefore part of transcription, not an optional final polish. Work through meaning, names, Gurmukhi characters, spacing and punctuation in that order.
Before editing: keep the meaning in view
Read the complete transcript once without correcting individual letters. Ask whether each sentence communicates what you actually said. Recognition errors often produce a correctly spelled Punjabi word with the wrong meaning, so a spell-check alone cannot catch them. If you still have the original audio or remember the sentence, compare it before rewriting.
Break a long transcript into short paragraphs. Each paragraph should cover one idea: a place, an event, an explanation or an action. This makes later checks easier and prevents one missing full stop from turning several thoughts into a confusing block.
1. Check people, places and organization names
Names are the highest-priority check because they are uncommon and context gives the recognizer fewer clues. Review every person, village, city, school, company and product name. Search an official source when the spelling matters. Do not assume that a familiar-looking result is correct.
| What you intended | Possible draft problem | How to review it |
|---|---|---|
| A person’s full name | A common word replaces the surname | Compare with the person’s preferred spelling |
| A village or district | A similar place name appears | Check an official address or map listing |
| An English brand | It is transliterated inconsistently | Choose Punjabi or English form and stay consistent |
| A number or date | Digits are omitted or changed | Verify against the source, not memory alone |
2. Review vowel signs and similar-looking forms
In Gurmukhi, a small vowel-sign difference can change pronunciation and meaning. Look closely at sihari, bihari, aunkar, dulainkar, lavan and dulavan. Read the word aloud at normal speed; then slow down only if it sounds wrong. Also check tippi, bindi and addak, especially in names and words borrowed from another language.
Fonts change appearance but not the underlying Unicode letters. If a word looks unusual after pasting it into another app, first select a Gurmukhi-capable Unicode font. Do not replace characters merely because two fonts draw them differently.
3. Check word boundaries
Voice recognition may join two words or split one expression when speech is fast. Read each phrase in context and check whether spaces reflect the intended grammar. Pay particular attention to short function words, postpositions and repeated words. A line break is not a substitute for a missing space or punctuation mark.
4. Add punctuation for the reader
Spoken pauses do not always become punctuation. Add commas where they clarify a list or introductory phrase, and use a full stop when a thought is complete. Question marks should reflect an actual question, not simply rising intonation. For formal material, choose either danda or the conventional full stop according to the organization’s style and use it consistently.
5. Review mixed Punjabi and English
Decide whether a borrowed term should remain in English, appear in Gurmukhi transliteration, or be replaced by an established Punjabi term. There is no single choice for every audience. A technical team may understand an English product name more easily, while a Punjabi-first public notice may benefit from a clear Gurmukhi form followed by the English term in parentheses.
6. Verify facts separately from language
A transcript can be linguistically clean and factually wrong. Recheck phone numbers, money, dates, times, addresses, quotations and measurements against a reliable source. Never treat voice recognition as verification. For legal, medical, financial or safety-critical material, use the review process required by the relevant professional organization.
A two-pass checklist
Pass one: meaning and facts
- Does every sentence match the intended meaning?
- Are names, places, dates and numbers verified?
- Are any words missing because of a pause or microphone interruption?
- Does each paragraph cover one clear idea?
Pass two: Gurmukhi and presentation
- Check vowel signs, bindi, tippi and addak.
- Correct word boundaries and repeated words.
- Add punctuation and paragraph breaks.
- Use one spelling for recurring names and mixed-language terms.
- Preview the final text in the font and app where it will be used.
Test your final copy
Copy the finished text into its destination and read it there. A social caption, printed PDF and messaging app have different line widths and font behavior. Confirm that Gurmukhi letters are not displayed as boxes, that Urdu-style right-to-left formatting has not been applied accidentally, and that links or numbers remain readable.
Practical rule: if a transcript will be published, attributed to another person or used to make a decision, have a second person review it whenever possible.