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Model training & management
Train New Model
Upload a CSV to retrain the nativity classifier. This will download audio, extract embeddings, and train from scratch.
Required CSV columns:
dp_id, audio_url, nativity_status, language
Embeddings are stored on the server only and are not exposed in the public repository. Training typically takes 15-45 minutes depending on dataset size.
⚠ On Hugging Face Spaces, storage is ephemeral. Trained models will be lost when the Space restarts. Use the Download Model button after training to save your model locally, then re-upload the files to the repository.
📋
Drop CSV here or click to upload
dp_id, audio_url, nativity_status, language
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Training Results