FLARE

Fairseq model checkpoints for the paper:

Learning Visual Speech Representations via Cross-Modal Distillation and Joint Face-Lip Modeling

Overview

This repository provides model checkpoints for two variants:

  • FLARE: pretrained and lightweight Transformer finetuned checkpoints
  • FLARE-LLM: LLM-based finetuned checkpoints

FLARE Checkpoints

Large

  • Pretrained:
    pretrained_models/exp_22_2_large/checkpoints/checkpoint_52_800000.pt
  • Finetuned:
    pretrained_models/exp_22_2_large/finetuned/checkpoints/checkpoint_last.pt

Base

  • Pretrained:
    pretrained_models/exp_22_base/checkpoints/checkpoint_51_800000.pt
  • Finetuned:
    pretrained_models/exp_22_base/finetuned/checkpoints/checkpoint_last.pt

FLARE-LLM Checkpoints

Large

  • Stage 3 checkpoint:
    pretrained_models/lipreading_exp_2_large_face_lip_s2/checkpoints/checkpoint_4_60000.pt

Base

  • Stage 3 checkpoint:
    pretrained_models/lipreading_exp_4_base_face_lip_s2/checkpoints/checkpoint_4_60000.pt
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