📂 Avatars 👁 1.3k views 🕐 May 29, 2026

Clips AI

Clips AI is an open-source Python library designed for developers to automatically.

Clips AI is an open-source Python library designed for developers to automatically convert long videos into clips. It is particularly useful for audio-centric, narrative-based videos such as podcasts, interviews, speeches, and sermons. With Clips AI, developers can segment a video into multiple clips and resize its aspect ratio from 16:9 to 9:16 with just a few lines of code.

The library works by analyzing a video's transcript to identify and create clips. It utilizes WhisperX for transcribing the video and Pyannote for speaker diarization, allowing it to dynamically reframe videos and focus on the current speaker. This enables the conversion of videos into various aspect ratios, making them more engaging for different platforms.

Developers who frequently work with long-form videos and need to repurpose them for different audiences will get the most value from Clips AI. It saves time and effort by automating the clipping and resizing process, allowing developers to focus on other aspects of their projects. By using Clips AI, developers can easily create clips that are optimized for different social media platforms, improving the reach and engagement of their content.

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Features
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Automatic video clipping
Clips AI can segment a video into multiple clips based on the video's transcript.
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Aspect ratio resizing
The library can resize a video's aspect ratio from 16:9 to 9:16, making it suitable for different platforms.
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Transcription
Clips AI uses WhisperX to transcribe the video, allowing it to analyze the transcript and create clips.
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Speaker diarization
The library utilizes Pyannote for speaker diarization, enabling it to dynamically reframe videos and focus on the current speaker.
Verdict
Best forTeams doing Avatars work who need consistent output without a steep learning curve.
Skip ifYou only need this once or twice; the subscription cost won't pay off for occasional use.
✓Saves time and effort: Clips AI automates the clipping and resizing process, allowing developers to focus on other aspects of their projects.
✓Easy to use: The library requires only a few lines of code to segment a video into multiple clips and resize its aspect ratio.
✓Customizable: Developers can modify the library to suit their specific needs, as it is open-source.
✕Limited to audio-centric videos: Clips AI is designed for audio-centric, narrative-based videos and may not be suitable for other types of videos.
✕Requires transcription: The library requires a video to be transcribed before it can create clips, which may be a limitation for videos without transcripts.
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Frequently Asked Questions
Clips AI is an open-source Python library that automatically converts long videos into clips. It is designed for audio-centric, narrative-based videos and can segment a video into multiple clips and resize its aspect ratio.
Clips AI works by analyzing a video's transcript to identify and create clips. It utilizes WhisperX for transcribing the video and Pyannote for speaker diarization, allowing it to dynamically reframe videos and focus on the current speaker.
Yes, Clips AI is an open-source library and is free to use. There are no tiered pricing plans or costs associated with using the library.
Clips AI is designed for audio-centric, narrative-based videos such as podcasts, interviews, speeches, and sermons. It may not be suitable for videos with complex visual elements or those that require manual clipping and resizing.
Clips AI is unique in its ability to automatically convert long videos into clips based on the video's transcript. While other libraries may offer similar features, Clips AI's focus on audio-centric videos and its use of WhisperX and Pyannote set it apart from other options.
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