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whisper-small-pld-ilo
sapinsapin/whisper-small-pld-ilo
whisper-small-pld-ilo is a automatic speech recognition model from sapinsapin. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
openai/whisper-small finetuned on sapinsapin/pld.
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- whisper
- Access
- Public
- Created
- Aug 11, 2026
- Updated
- Sep 16, 2026
- SHA
- d311d97d
Base models
Datasets
Model card
From the Hugging Face model README
whisper-small-pld-ilo
openai/whisper-small finetuned on
sapinsapin/pld.
Extended run: trained to convergence on the ilo portion of PLD read speech, selected on held-out CER. WER/CER are lowercased on the held-out split; CER is the model-selection metric because Philippine-language orthography varies at the word level. The split is random over utterances, so speakers and prompts overlap between train and test: these are in-domain numbers. Research and non-commercial use only. PLD is licensed CC-BY-NC 4.0 and obtained under a pledge of exclusively research and academic use (Cajote et al., SIGUL 2024, section 3.4); a model trained on it carries those terms regardless of the Apache-licensed Whisper base.
| metric | value |
|---|---|
| cer | 0.0329 |
| wer | 0.1106 |
Trained with finetune_asr.py from the
halohalo pipeline; the dataset
adapter normalizes each corpus to (audio@16k, text, speaker_id) so corpora
are swappable with a --dataset flag.
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- cc-by-nc-4.0
- Languages
- ilo
- Created
- Aug 11, 2026
- Updated
- Sep 16, 2026