Parakeet Medical DE (Frozen Encoder - Epoch 30 Last)
German medical ASR model fine-tuned from nvidia/parakeet-tdt-0.6b-v3 on Mediform/medical_asr_de with encoder frozen.
This is the last epoch (30) checkpoint. For the best checkpoint, see Mediform/parakeet-medical-de-no-enc.
Performance
| Model | Test WER | Val WER |
|---|---|---|
| Baseline (parakeet-tdt-0.6b-v3) | 26.17% | - |
| Frozen enc best (epoch 24) | 11.05% | 11.19% |
| This model (epoch 30) | 11.46% | 11.70% |
Training Details
- Frozen: Encoder + preprocessor (608.9M params)
- Trainable: Decoder + joint (18.1M params, 2.9%)
- Dataset: Mediform/medical_asr_de (14,388 train, 117h)
- Epochs: 30
Usage with MLX (Apple Silicon)
Weights are in SafeTensors format, compatible with mlx-audio-swift.
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Base model
nvidia/parakeet-tdt-0.6b-v3