You can deploy this model and start earning money today!

teckedd/
gha-dondo-w2v-bert-twi-v1

Name: gha-dondo-w2v-bert-twi-v1
Availability: InStock

Views

No views yet

teckedd/gha-dondo-w2v-bert-twi-v1

DONDO w2v-BERT CTC fine-tune trial for Ghana Health AI (dondo-waxal-twi-v1). Promotion candidate: False.

Not a medical device. Outputs support community health guidance only.

Metric	Value
`val_wer`	0.3577
`val_cer`	0.1219

In-product ASR / TTS / chat for Twi (Akan) and English health conversations in Ghana.
Research on low-resource Ghanaian language speech and health dialogue.

Clinical diagnosis or autonomous medical decisions.
Claiming near-native quality without reporting held-out WER/CER or human A/B scores.

python

from transformers import pipeline  # or AutoModel + processor per task
# repo: teckedd/gha-dondo-w2v-bert-twi-v1

If you use this checkpoint, please credit Ghana Health AI / Serendepify and the upstream base model authors plus any listed datasets.

This checkpoint follows DONDO's language-conditioned CTC setup. For Asante Twi, prepend language id 2 to acoustic features before decoding.