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base-bn
banglabridge/base-bn
base-bn is a automatic speech recognition model from banglabridge. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
This model is a fine-tuned version of openai/whisper-base on the Common Voice 17.0 dataset.
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- May 5, 2025
- Updated
- May 5, 2025
- SHA
- e470eda3
Base models
Model card
From the Hugging Face model README
Whisper Base Bn - by BanglaBridge
This model is a fine-tuned version of openai/whisper-base on the Common Voice 17.0 dataset.
It is the merged model from this fine-tuned PEFT LoRA adapter: banglabridge/base-bn-lora-adapter
It achieves the following results on the test set:
- Wer: 44.93734
- Normalized Wer: 22.56397
Refer to the adapter repository for more details on the finetuning: banglabridge/base-bn-lora-adapter
Framework versions
- Transformers 4.40.2
- Pytorch 2.6.0+cu124
- Tokenizers 0.19.1
- Peft 0.10.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- bn
- Created
- May 5, 2025
- Updated
- May 5, 2025