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Learn how to develop and host a multipurpose GUI for OpenAI Whisper at Huggingface Space in this 15-minute video tutorial. Walk through the full code to create a user interface for the OpenAI Whisper model, which can perform multilingual speech recognition, speech translation, and language identification. Explore how to load the model from the UI, process YouTube videos and local audio files, transcribe speech, and translate content. Discover the steps to host your project on Huggingface Space and access the source code on GitHub. Gain practical insights into working with OpenAI Whisper and creating functional GUIs for AI models.
Syllabus
- Content Introduction
- Reusing Python Project
- Code Walkthrough
- Loading Model from UI
- Loading YouTube video
- Loading data from disk
- Reading Mp4/Mp3
- Whisper Transcribe
- Decode with Translate
- Hosting at HuggingFace Space
- Source Code at GitHub
Taught by
Prodramp