Powered by Python, Streamlit, and the Gemini 1.5 model, this app is a game-changer in audio analysis.
Welcome to the repository for the AI-Powered Audio Processing App. This application, built with Streamlit and Google's Generative AI, is designed to allow users to upload audio files and receive AI-generated text outputs based on custom prompts. The application can handle various tasks such as audio summarization, sentiment analysis, and more.
Upload audio files in WAV or MP3 format. Provide a custom prompt to guide the AI on processing the audio file. Play the uploaded audio within the application. View AI-generated text outputs based on the provided prompts. How It Works Upon uploading an audio file and entering a custom AI prompt, the process_audio function activates and uses Google's Generative AI to process the audio. The audio is first saved to a temporary location on the server, and then the generative model interprets the audio content, producing a relevant text output.
Users can customize the application through the Streamlit interface. The user interface (UI) is designed with injected custom CSS for a better visual experience, with enhanced buttons and input fields.
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To use this application:
Clone the repository to your local machine.
Install all required dependencies using pip install -r requirements.txt
Run the Streamlit app by executing streamlit run Application.py in your terminal.
The application will open in your default web browser.
Follow the on-screen instructions to upload an audio file and enter your custom prompt.
Ensure you have Python installed on your system. Then, install the required packages using the following command:
Contributions to this project are welcome. Please fork the repository and submit a pull request with your features or improvements.
This project is licensed under the MIT License - see the LICENSE file for details.