G2PA

Install Requirements

pip install requirements.txt

Train the Classifier

1. Get Biaobei Dataset

2. Prepare for Aligner and do Alignment

• Run pre.ipynb
• Activate MFA env
• bash train_aligner.sh
• bash align.sh
• Deactivate MFA env and run aligned_pre.ipynb
• python hubert_extractor.py
• python resnet_trainer.py
• To evaluate, run evaluate_trainer.ipynb

Do Inference

• cd test
• Run Prepare for G2PA, the first block of evaluate_g2p.ipynb
• Activate MFA env and bash align.sh
• Deactivate MFA env and Run aligned_pre.ipynb
• Run corrector.ipynb
• Run Evaluate, the second block of evaluate_g2p.ipynb