DNE58293/dysarthric-voice-cmds

🎤 Dysarthric Voice Command Classifier

A HuBERT-based model for recognizing voice commands from dysarthric speech.

Features

• —20 voice commands: digits (0-9) and commands (yes, no, up, down, left, right, forward, back, select, menu)
• —Trained on TORGO dataset using curriculum learning
• —~87% accuracy on dysarthric speech

Usage

1. 1.Click the microphone icon to record your voice
2. 2.Or upload an audio file
3. 3.The model will automatically classify the command

Model Details

• —Base Model: HuBERT Large
• —Training: Curriculum learning (control speakers → dysarthric speakers)
• —Evaluation: Leave-one-speaker-out cross-validation