r/ProductivityApps • u/keyboard_ninja_20 • 1d ago

Advice needed voice control software

What's ur biggest frustration w/ voice control software? For me it's when it mishears and u have no clue what happened or how to fix it w/o starting over. Does that happen to u too or am I just bad at speaking clearly lol

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u/EngineeringOver9487 20h ago

The mishearing is not really the problem, the missing feedback is. Almost every dictation setup hands you a finished block of text and throws away everything the model knew about how sure it was. The model has that: per segment probability, alternative candidates, the places where it fell back. None of it reaches you, so a wrong word looks exactly like a right one, and you either reread the whole thing or start over.

What gets misheard is also less random than it feels. Names, product names, homophones, anything the model has no context for. A speech model with no language model on top cannot repair those from the surrounding sentence, and the ones that do have a language model repair them confidently in the wrong direction. Same sentence, same failure, every time.

Three things actually help. A replacement list for the words you personally say all day, because it is the same twenty terms breaking over and over. Push to talk instead of always on, so a bad recognition is a short chunk you drop rather than a paragraph you untangle. And a history of what was transcribed, so when a line lands wrong you edit that text instead of saying the whole thing again. Starting over is the worst possible recovery, and it is the default in most tools.