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whisper-small-16-lora-cs-42
dehanns/whisper-small-16-lora-cs-42
whisper-small-16-lora-cs-42 is a automatic speech recognition model from dehanns. Use it when you need speech turned into text. It is set up for peft.
This is a standalone rank-16 code-switching LoRA adapter for openai/whisper-small. It was trained directly from the frozen base model using the new rich-codeswitched/train.csv split. The Sinhala rank-32 adapter was no…
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At a glance
- Task
- Automatic Speech Recognition
- Library
- peft
- Access
- Public
- Created
- Sep 1, 2026
- Updated
- Oct 13, 2026
- SHA
- ceee78a6
Base models
Model card
From the Hugging Face model README
Independent code-switch LoRA adapter
This is a standalone rank-16 code-switching LoRA adapter for
openai/whisper-small. It was trained directly from the frozen base model
using the new rich-codeswitched/train.csv split. The Sinhala rank-32 adapter
was not loaded, changed, or retrained.
The best epoch was selected only by validation WER. The untouched test split was evaluated once after selection.
Rich code-switched test
- Samples: 62
- WER: 25.6550%
- CER: 11.5635%
Load this adapter on top of openai/whisper-small with PEFT. For the
independent-weighted experiment, combine this adapter with the separate
rank-32 Sinhala adapter only at inference time using validation-selected
alpha/beta weights.
- Task
- Automatic Speech Recognition
- Library
- peft
- Languages
- si, en
- Created
- Sep 1, 2026
- Updated
- Oct 13, 2026