Parakeet-TDT-0.6B-v2 fine-tuned on Nigerian Pidgin (Naija)
Fine-tuned nvidia/parakeet-tdt-0.6b-v2 for Nigerian Pidgin (Naija) ASR.
Training
| Parameter | Value |
|---|---|
| Base model | nvidia/parakeet-tdt-0.6b-v2 |
| Dataset | asr-nigerian-pidgin/nigerian-pidgin-1.0 |
| Train samples | 2,680 |
| Val samples | 666 |
| Epochs trained | 5 |
| Batch size (effective) | 32 |
| Learning rate | 5e-05 |
| Encoder frozen | True |
| Best val WER | 68.52% |
Usage
import nemo.collections.asr as nemo_asr
model = nemo_asr.models.ASRModel.restore_from('parakeet-tdt-0.6b-naija-pidgin.nemo')
transcriptions = model.transcribe(['path/to/audio.wav'])
print(transcriptions)
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