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parakeet-tdt-0.6b-naija-pidgin
EYEDOL/parakeet-tdt-0.6b-naija-pidgin
parakeet-tdt-0.6b-naija-pidgin is a machine learning model from EYEDOL. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for nemo. The card lists the license as cc-by-4.0.
Fine-tuned nvidia/parakeet-tdt-0.6b-v2 for Nigerian Pidgin (Naija) ASR.
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.nemo2.5 GB · 100%
At a glance
- Library
- nemo
- License
- cc-by-4.0
- Access
- Public
- Created
- Jun 12, 2026
- Updated
- Jun 12, 2026
- SHA
- cffa01fb
Base models
Model card
From the Hugging Face model README
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)
- Library
- nemo
- License
- cc-by-4.0
- Languages
- pcm
- Created
- Jun 12, 2026
- Updated
- Jun 12, 2026