Preparation and Setup
- Python Environment: Ensure the installation of Python 3.x, available at python.org.
- Git Software: Git is required for repository cloning. Download from git-scm.com.
Step 1: Repository Cloning
- Open the command line interface (CLI).
- Select a suitable directory and execute:
git clone https://github.com/selmanalpdundar/video-to-text.git
Step 2: Dependency Installation
- Within the CLI, navigate to the cloned directory.
- Install the required Python packages:
pip install -r requirements.txt
This step ensures the availability of necessary libraries such as
Step 3: FFmpeg Configuration
ffmpeg is integral for audio extraction from videos:
ffmpegfrom ffmpeg.org and follow the installation guidelines specific to your operating system.
This script is designed to convert educational video content, like recorded lectures, into text format, which can then be refined into structured study notes.
- Video Preparation: Place the target educational videos in the repository folder.
- Script Execution: Utilize the CLI to run:
- Video Path Input: When prompted, input the path to your video file.
Language Configuration Note
By default, the script is set to transcribe English audio. If your video is in a different language, you can easily modify this setting in the script. Look for the
language parameter in the
__init__ method of the
VideoToText class and change it to the desired language code.
Post-Processing and AI Integration
The script produces a text file containing the video’s transcription. This transcript can be extensive and requires further processing for optimal use.
- Text Segmentation: Utilize the ChatGPT Prompt Splitter to divide the lengthy transcript into smaller, more manageable segments.
- AI-Enhanced Study Notes Creation: Input these segmented texts into AI platforms like ChatGPT or Google Bard. These tools can synthesize the content, emphasize crucial concepts, and even formulate review questions, thereby transforming the raw transcript into interactive, engaging study notes.
This Python script, in conjunction with AI technologies, offers a robust solution for transforming video lectures into enhanced study materials. It stands as a testament to the potential of integrating advanced scripting with AI in the realm of education, offering a streamlined approach to content conversion that is both time-efficient and effective.
Educators and learners are encouraged to explore this innovative solution, leveraging the power of technology to enrich the educational experience and elevate the quality of study resources.