In this post, I will guide you through the process of fine-tuning a translation model for Bengali-English code-switched speech. By leveraging the Whisper Tiny model and FastAPI, I will demonstrate how to fine-tune a model for a specific task, such as translating speech from multiple languages into a single language. We will cover the entire workflow, from dataset creation and model fine-tuning to deploying it with FastAPI for real-time predictions.
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