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Priyesh-IITB/MedEcho

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face

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App README

An example chatbot using Gradio, `huggingface_hub`, and the Hugging Face Inference API.

Audio Analysis App

This Gradio app provides audio analysis capabilities using the Llama language model. It can perform various tasks such as transcription, summarization, entity and sentiment analysis, speaker identification, and adaptive sentiment trend analysis.

Features

—Audio transcription
—Audio summarization
—Entity and sentiment analysis
—Speaker identification
—Adaptive sentiment trend analysis with customizable parameters

Installation

1.Clone this repository
2.Install the required packages:

pip install -r requirements.txt

1.Set up your environment variables in the .env file if necessary.

Usage

Run the app using:

python app.py

Then open your web browser and go to the URL displayed in the console (usually http://localhost:7860).

Note

This app uses simulated responses for audio processing tasks. In a real-world scenario, you would need to integrate appropriate speech-to-text models and more sophisticated text processing pipelines.