Decipher 📺️ AI-generated transcription subtitles are a way to automatically add subtitles to your videos by using artificial intelligence to transcribe the audio from the video. This eliminates the need for manual transcription and can make your videos more accessible to a wider audience. Decipher uses whisper to transcribe the audio taken from the video and create subtitles What is whisper? Whisper is an automatic State-of-the-Art speech recognition system from OpenAI that has been trained on 680
,000 hours of multilingual and multitask supervised data collected from the web. This large and diverse dataset leads to improved robustness to accents, background noise and technical language. Getting Started There are two different ways to begin using decipher, depending on your preferences: Google Colab Notes: Requires a (free) Google account Instructions are embedded in the Colab Notebook Google Colab is a cloud-based platform for machine learning and data science, for free without the need for a powerful GPU
of your own. It offers the option to borrow a powerful GPU (Tesla K80, T4, P4, or P100) on their server for free for a maximum of 12 hours per session. For those who require even more powerful GPUs and longer runtimes, Colab Pro/Pro+ options are available. Manual Dependencies Installation or *Note: Do NOT use 'pip install decipher'. * GUI (gradio) usage Command-line usage The subcommand allows you to transcribe a video file into a SubRip Subtitle (SRT) file
. It also has the option to automatically add the generated subtitles to the video. The subcommand allows you to add subtitles to a video using an already existing SRT file. This subcommand does not perform transcription, but rather assumes that the SRT file has already been created. It is typically used by people who want to validate the accuracy of a transcription generated by the transcribe subcommand. To get started right away: You can run decipher as a package if
running it as a script doesn't work: Command-line examples: Generate SRT subtitles for video: Burn generated subtitles into video: Generate and burn subtitles into video without validating transcription:
Frequently asked questions
How many stars and forks are recorded?
dsymbol/decipher has 543 stars and 62 forks.
What is the repository rank?
dsymbol/decipher is ranked 17,362.
What language and category are recorded?
dsymbol/decipher has 543 stars, uses Python and belongs to Applications.
Which repository is closest in rank?
dsymbol/decipher is compared with bkdevs/async-server, ranked 17,361 with 543 stars.
README
Decipher 📺️
AI-generated transcription subtitles are a way to automatically add subtitles to your videos by using artificial intelligence to transcribe the audio from the video. This eliminates the need for manual transcription and can make your videos more accessible to a wider audience. Decipher uses whisper to transcribe the audio taken from the video and create subtitles
What is whisper?
Whisper is an automatic State-of-the-Art speech recognition system from OpenAI that has been trained on 680,000 hours
of multilingual and multitask supervised data collected from the web. This large and diverse dataset leads to improved
robustness to accents, background noise and technical language.
Getting Started
There are two different ways to begin using decipher, depending on your preferences:
Google Colab is a cloud-based platform for machine learning and data science, for free without the need for a powerful GPU of your own. It offers the option to borrow a powerful GPU (Tesla K80, T4, P4, or P100) on their server for free for a maximum of 12 hours per session. For those who require even more powerful GPUs and longer runtimes, Colab Pro/Pro+ options are available.
git clone https://github.com/dsymbol/decipher
cd decipher && pip install .
Note: Do NOT use 'pip install decipher'. It installs a different package.
GUI (gradio) usage
decipher gui
# or
python -m decipher gui
Command-line usage
The transcribe subcommand allows you to transcribe a video file into a SubRip Subtitle (SRT) file.
It also has the option to automatically add the generated subtitles to the video.
The subtitle subcommand allows you to add subtitles to a video using an already existing SRT file.
This subcommand does not perform transcription, but rather assumes that the SRT file has already been created.
It is typically used by people who want to validate the accuracy of a transcription generated by the transcribe subcommand.
To get started right away:
decipher --help
You can run decipher as a package if running it as a script doesn't work:
