/plushcap/analysis/assemblyai/getting-started-with-huggingfaces-gradio

Getting Started with Hugging Face's Gradio

What's this blog post about?

The Audio Intelligence Dashboard is a project that utilizes Gradio and OpenAI to provide an interactive interface for exploring the contents of audio files. It uses OpenAI's text-to-speech model GPT-3 to generate transcriptions from uploaded audio, then extracts topics, entities, and speaker labels from these transcripts using BART and DistilBert models. The dashboard is built with Python and Flask, and can be run locally or deployed to Hugging Face Spaces for sharing. It features several interactive components such as topic analysis, entity detection, and speaker profiling. Users can upload audio files in .wav format and the dashboard will display transcriptions of these files along with relevant extracted information. Overall, the Audio Intelligence Dashboard is a useful tool for anyone interested in analyzing the contents of audio recordings. It demonstrates how powerful pre-trained models like GPT-3 can be when combined with user-friendly visual interfaces.

Company
AssemblyAI

Date published
Sept. 21, 2022

Author(s)
Ryan O'Connor

Word count
7897

Language
English

Hacker News points
1


By Matt Makai. 2021-2024.