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Building MoodCutter
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Building MoodCutter

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axtheon/README.md

Muhammad Abdullah Khan

Typing SVG

About

CS student from Lahore, Pakistan - building MoodCutter, an AI-powered multimodal emotion detection engine for video content. MoodCutter reads the full emotional signature of a video - laughter in the audio, energy in the voice, expression on the face - and automatically clips the moments that make people feel something.

Focused on systems-level understanding and mathematical foundations before specialization. Building in public.


What I'm Building

🎬 MoodCutter

"Other tools clip what you said. MoodCutter clips what you felt."

A multimodal AI virality engine for content creators. Six-signal emotion detection pipeline: speech sentiment, laughter detection, voice intensity, facial emotion, crowd reaction, and a fusion layer that combines all signals into a single Virality Score with plain-language reasoning.

No competitor does this. Existing tools - OpusClip, TuBoost - detect what you said. MoodCutter detects what you felt.

Repository Status Description
MoodCutter Archived ✅ POC - audio-based emotional moment detection
MoodCutter-Community Active 🔧 Open source - three-signal pipeline, free, self-hosted
MoodCutter-Pro Private 🔒 Full product - six signals, hosted, coming soon

Stack: Python · WhisperX · PyTorch · HuggingFace · librosa · OpenCV · FastAPI


Tech Stack


GitHub Activity


Interests

Acoustic guitar · Film photography · Painting · Chess


Connect

   

"Building ML models is not my decipline, It's my obsession."

Pinned Loading

  1. MoodCutter_Community MoodCutter_Community Public

    Open-source Python tool that automatically detects and extracts emotionally resonant moments from videos using audio and video analysis. This is the Community version of MoodCutter. It also have a …

  2. MoodCutter_POC MoodCutter_POC Public archive

    Open-source Python tool that automatically detects and extracts emotionally resonant moments from videos using audio and video analysis. This repo is a POC of the original idea.

    Python 2

  3. CaesarCipher CaesarCipher Public

    A simple program which encrypts and decrypts the provided text.

    Python

  4. Python_Projects Python_Projects Public

    Collection of Python projects including Calculator, Pyclock, Unit Converter, and more practice scripts

    Python 1

  5. Sorting-Algorithms-Visualizer Sorting-Algorithms-Visualizer Public

    Forked from LucasPilla/Sorting-Algorithms-Visualizer

    An educational tool for visualizing sorting algorithms.

    Python 1

  6. portfolio portfolio Public

    Personal portfolio website showcasing my projects and skills as an aspiring software engineer

    TypeScript