AudioMind

Overview

AudioMind is a Python-based solution designed to extract meaningful insights from audio files. By leveraging whisper and LLMs, the platform transcribes and summarizes audio content, making it easier to derive actionable information.

Stack

LLM

• OpenAI

Speech to Text

• Whisper (Openai API) [DEFAULT]
• Whisper (On-Device)

Current Solutions

• Create a journal entry from your voice note.

Goals

• Transcribe audio files to text.
• Summarize the transcribed text.
• Easy to integrate and use.
• Get Insights from any audio file, including podcasts , interviews, lectures, etc.
• Solve actual problems.

Installation

Prerequisites

• Python 3.x
• pip

Use PIP Package

Steps to Install

1. Clone the Repository

   git clone https://github.com/onlyoneaman/audiomind.git
   cd audiomind
   

2. Create a Virtual Environment

   python3 -m venv .venv
   

   Activate the virtual environment:

   • Unix or MacOS

     source .venv/bin/activate
     

   • Windows

     .\.venv\Scripts\activate
     

3. Install Dependencies

   pip install -r requirements.txt
   

4. Environment Variables

   Copy .env.template to .env.

   cp .env.template .env
   

   Open .env and provide your OpenAI API key:

   OPENAI_API_KEY=your_openai_api_key_here
   DREAMBOAT_API_KEY=your_dreamboat_api_key_here // optional
   

5. Run the Application

   python3 -m audiomind
   

Usage

Place the audio files in the /exmaples folder and run the audio_to_journal.py script. The script will transcribe the audio and summarize it.

python3 -m audiomind --file examples/1.mp3

You can add some information about yourself in person.txt file. Audiomind will use this information too while creating the journal entry.

Roadmap

• Transcribe audio files to text.
• Summarize the transcribed text.
• Easy to integrate and use.
• Get Insights from any audio file, including podcasts , interviews, lectures, etc.
• Create a journal entry from your voice note.
• Improve the journal entry.
• Create a summary of a podcast episode.
• Create a summary of a lecture.
• Create a summary of a meeting.

Contributing

Feel free to submit issues and enhancement requests.

License

MIT

Enjoy using AudioMind!