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cascaded-speech-translation-bn-en
satarupa22/cascaded-speech-translation-bn-en
cascaded-speech-translation-bn-en is a machine learning model from satarupa22. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model performs cascaded speech translation: 1. ASR Model: Transcribes Bengali audio to Bengali text. 2. MT Model: Translates Bengali text to English.
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At a glance
- Model type
- marian
- Access
- Public
- Created
- Dec 16, 2024
- Updated
- Jan 20, 2025
- SHA
- b2f98a04
Model card
From the Hugging Face model README
Cascaded Speech Translation Model: Bengali to English
This model performs cascaded speech translation:
- ASR Model: Transcribes Bengali audio to Bengali text.
- MT Model: Translates Bengali text to English.
Components
- ASR Model:
satarupa22/whisper-small-bn - MT Model:
Helsinki-NLP/opus-mt-bn-en
Usage
Use the pipeline.py script to perform speech translation. Example usage is documented in the script.
Training Details
The models were fine-tuned using the FLEURS dataset: satarupa22/FLEURS-BN-EN.
- Type
- marian
- Created
- Dec 16, 2024
- Updated
- Jan 20, 2025