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.
