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- **Semabox API Development Guide Using Whisper, SeamlessM4T, and MMS**
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  This guide will walk you through the process of developing an API for the Semabox tool using the Whisper, SeamlessM4T, and MMS models. This API will allow users to transcribe, translate, and process audio data in multiple languages. The guide covers setting up the environment, integrating the models, and creating endpoints.
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- **Table of Contents**
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  1. **Environment Setup**
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  - **Prerequisites**
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  - **Installing Dependencies**
@@ -36,7 +36,7 @@ This guide will walk you through the process of developing an API for the Semabo
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  - **Debugging Common Issues**
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- **Testing and Debugging**
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  - https://huggingface.co/spaces/facebook/seamless_m4t
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  - https://huggingface.co/spaces/Amrrs/openai-whisper-live-transcribe/blob/main/app.py *
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+ Semabox API Development Guide Using Whisper, SeamlessM4T, and MMS
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  This guide will walk you through the process of developing an API for the Semabox tool using the Whisper, SeamlessM4T, and MMS models. This API will allow users to transcribe, translate, and process audio data in multiple languages. The guide covers setting up the environment, integrating the models, and creating endpoints.
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+ Table of Contents
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  1. **Environment Setup**
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  - **Prerequisites**
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  - **Installing Dependencies**
 
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  - **Debugging Common Issues**
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+ References
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  - https://huggingface.co/spaces/facebook/seamless_m4t
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  - https://huggingface.co/spaces/Amrrs/openai-whisper-live-transcribe/blob/main/app.py *
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