speech recognitioncustom namesmac appmachine learningstt toolsadapter
Speech Model Training for Custom Names on Mac
Teach a speech model to recognize custom names with a single recording
Speech recognition tools often struggle with custom names, but a new adapter can help. Trained on a Mac, this model uses a single recording to learn and accurately transcribe custom words.
The adapter, built on top of Qwen3-ASR 1.7b, can be used in a Mac app called Detail Keeper. This app allows users to specify difficult-to-transcribe words and have them recognized correctly in recordings.
This solution is particularly helpful for words that STT tools have never encountered before. By leveraging machine learning, Detail Keeper improves the accuracy of speech recognition in day-to-day life.