/Kids-reading-verification

Primary LanguagePython

Kids-reading-verification

Project page for the Kids' reading verification project. For a given word in a reading passage, and the kids’ speech:

  • Detect in real time whether a mispronunciation was made.
  • Categorize the mispronunciation.

Pretraining

An attention-based ASR pretraining with teacher forcing is used. To run: run_pt.sh

Finetuning

Co-train in-domain ASR with detection. To run (5-fold cross-validation): run_slu.sh

For one-off testing or deployment

python test.py --audio-path path/to/audio --text 'passage read'