How can I streamline audio-to-text integration between Whisper API and Hugging Face models

Question

With the help of proper code example can you tell me How can I streamline audio-to-text integration between Whisper API and Hugging Face models?

Answer 1

To streamline audio-to-text integration between Whisper API and Hugging Face models, you can first use Whisper API for transcription, then directly pass the transcription to a Hugging Face model for further processing, such as sentiment analysis or summarization. Here is the code snippet you can refer to:'

In the above code, we are using the following key points:

• Whisper API: Use Whisper for audio-to-text transcription.
• Hugging Face pipeline: Use Hugging Face models for further processing of the transcription.
• Efficient integration: Directly pass Whisper output to Hugging Face models.