This project was created to show how you can crawl videos from TikTok and convert speech (coming from video) to text.
Used libraries:
You need to clone the repository or download zipped project to run it.
git clone https://github.com/data-hunters/tiktok-analyzer.git
In next step, install required libraries:
pip install tiktokapipy
python -m playwright install
pip install whisper-openai
Displaying help:
python run.py --help
Downloading 10 latest videos (with soundtrack) by hashtag ukraine to tiktok_videos directory:
python run.py --hashtag ukraine --output-path tiktok_videos --max-videos 10
Downloading 10 latest videos (with soundtrack) of test123 user to tiktok_videos directory:
python run.py --user test123 --output-path tiktok_videos --max-videos 10
Converting speech to text based on mp3 files located in tiktok_videos, using OpenAI Whisper medium model and saving the output to tiktok_transcription directory:
python run.py --transcribe --input-path tiktok_videos --output-path tiktok_transcription --model medium
Running all of the above steps with single command:
python run.py --hashtag ukraine --user test123 --max-videos 10 --transcribe --input-path tiktok_videos --output-path tiktok_videos --model medium
