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README.md
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---
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tags:
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- lip-sync
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- emotion
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- talking-face
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- facial-animation
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license: mit
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---
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# EMOLIPS: Emotion-Driven Facial Animation for Realistic Lip-Sync Synthesis
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## Overview
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Emotion-controllable lip-sync framework using FiLM-based modulation of 3DMM expression coefficients.
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## Architecture
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- **Backbone:** SadTalker (3DMM-based talking face)
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- **Novel Module:** Emotion-Conditioned Fusion Module (ECFM)
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- **Conditioning:** FiLM layers + Lip Consistency Gate
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- **Emotions:** Neutral, Happy, Sad, Angry, Fear, Surprise, Disgust
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## Results
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See `EMOLIPS_Submission.ipynb` for full methodology, architecture diagrams, outputs, and metrics.
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### Output Samples
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| Emotion | Video |
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|---------|-------|
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| Neutral | [emolips_neutral.mp4](outputs/emolips_neutral.mp4) |
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| Happy | [emolips_happy.mp4](outputs/emolips_happy.mp4) |
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| Sad | [emolips_sad.mp4](outputs/emolips_sad.mp4) |
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| Angry | [emolips_angry.mp4](outputs/emolips_angry.mp4) |
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| Fear | [emolips_fear.mp4](outputs/emolips_fear.mp4) |
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| Surprise | [emolips_surprise.mp4](outputs/emolips_surprise.mp4) |
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| Disgust | [emolips_disgust.mp4](outputs/emolips_disgust.mp4) |
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## Quick Start
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```bash
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git clone https://huggingface.co/primal-sage/emolips
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cd emolips/code
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bash setup.sh
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python inference.py --audio ../samples/input_audio.wav --image ../samples/input_face.jpg --all-emotions
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```
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## Citation
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```bibtex
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@article{emolips2026,
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title={EMOLIPS: Emotion-Driven Facial Animation for Realistic Lip-Sync Synthesis},
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year={2026}
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}
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```
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