chenxwh/video-retalking 🖼️ → 🖼️
About
Audio-based Lip Synchronization for Talking Head Video
Example Output
Output
Performance Metrics
114.08s
Prediction Time
266.42s
Total Time
All Input Parameters
{
"face": "https://replicate.delivery/pbxt/Jnm95KgYvAQIHlR0tg8rbWHweReTtCYp42Drl7dMNtHXaTNR/3.mp4",
"input_audio": "https://replicate.delivery/pbxt/JnkUjVcUPLreS4x7ZXXQuCY7qVcLLDNxOeRAsHRi7qj79xBk/1.wav"
}
Input Parameters
- face (required)
- Input video file of a talking-head.
- input_audio (required)
- Input audio file. Avoid special symbol in the filename as it may cause ffmpeg erros.
Output Schema
Output
Example Execution Logs
[Step 1] Landmarks Extraction in Video. landmark Det:: 0%| | 0/125 [00:00<?, ?it/s] landmark Det:: 1%| | 1/125 [00:09<18:35, 9.00s/it] landmark Det:: 2%|▏ | 2/125 [00:15<15:31, 7.57s/it] landmark Det:: 7%|▋ | 9/125 [00:15<02:09, 1.11s/it] landmark Det:: 13%|█▎ | 16/125 [00:15<00:55, 1.96it/s] landmark Det:: 18%|█▊ | 23/125 [00:15<00:29, 3.41it/s] landmark Det:: 24%|██▍ | 30/125 [00:16<00:17, 5.36it/s] landmark Det:: 30%|██▉ | 37/125 [00:16<00:11, 7.93it/s] landmark Det:: 34%|███▍ | 43/125 [00:16<00:07, 10.76it/s] landmark Det:: 40%|████ | 50/125 [00:16<00:05, 14.93it/s] landmark Det:: 45%|████▍ | 56/125 [00:16<00:03, 18.96it/s] landmark Det:: 50%|█████ | 63/125 [00:16<00:02, 24.47it/s] landmark Det:: 56%|█████▌ | 70/125 [00:16<00:01, 30.41it/s] landmark Det:: 62%|██████▏ | 77/125 [00:16<00:01, 35.98it/s] landmark Det:: 67%|██████▋ | 84/125 [00:16<00:00, 41.04it/s] landmark Det:: 73%|███████▎ | 91/125 [00:17<00:00, 45.62it/s] landmark Det:: 78%|███████▊ | 98/125 [00:17<00:00, 48.72it/s] landmark Det:: 83%|████████▎ | 104/125 [00:17<00:00, 51.06it/s] landmark Det:: 89%|████████▉ | 111/125 [00:17<00:00, 53.91it/s] landmark Det:: 94%|█████████▎| 117/125 [00:17<00:00, 54.60it/s] landmark Det:: 99%|█████████▉| 124/125 [00:17<00:00, 56.96it/s] landmark Det:: 100%|██████████| 125/125 [00:17<00:00, 7.10it/s] [Step 2] 3DMM Extraction In Video:: 0%| | 0/125 [00:00<?, ?it/s] [Step 2] 3DMM Extraction In Video:: 1%| | 1/125 [00:00<00:21, 5.64it/s] [Step 2] 3DMM Extraction In Video:: 12%|█▏ | 15/125 [00:00<00:01, 63.79it/s] [Step 2] 3DMM Extraction In Video:: 23%|██▎ | 29/125 [00:00<00:01, 91.19it/s] [Step 2] 3DMM Extraction In Video:: 34%|███▍ | 43/125 [00:00<00:00, 106.78it/s] [Step 2] 3DMM Extraction In Video:: 46%|████▌ | 57/125 [00:00<00:00, 115.69it/s] [Step 2] 3DMM Extraction In Video:: 57%|█████▋ | 71/125 [00:00<00:00, 121.07it/s] [Step 2] 3DMM Extraction In Video:: 67%|██████▋ | 84/125 [00:00<00:00, 120.56it/s] [Step 2] 3DMM Extraction In Video:: 78%|███████▊ | 98/125 [00:00<00:00, 124.50it/s] [Step 2] 3DMM Extraction In Video:: 90%|████████▉ | 112/125 [00:01<00:00, 127.22it/s] [Step 2] 3DMM Extraction In Video:: 100%|██████████| 125/125 [00:01<00:00, 111.56it/s] using expression center Load checkpoint from: checkpoints/DNet.pt Load checkpoint from: checkpoints/LNet.pth Load checkpoint from: checkpoints/ENet.pth [Step 3] Stabilize the expression In Video:: 0%| | 0/125 [00:00<?, ?it/s] [Step 3] Stabilize the expression In Video:: 1%| | 1/125 [00:00<00:43, 2.84it/s] [Step 3] Stabilize the expression In Video:: 2%|▏ | 3/125 [00:00<00:18, 6.69it/s] [Step 3] Stabilize the expression In Video:: 4%|▍ | 5/125 [00:00<00:13, 8.90it/s] [Step 3] Stabilize the expression In Video:: 6%|▌ | 7/125 [00:00<00:11, 10.26it/s] [Step 3] Stabilize the expression In Video:: 7%|▋ | 9/125 [00:00<00:10, 11.13it/s] [Step 3] Stabilize the expression In Video:: 9%|▉ | 11/125 [00:01<00:09, 11.68it/s] [Step 3] Stabilize the expression In Video:: 10%|█ | 13/125 [00:01<00:09, 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[00:17<00:00, 6.99it/s] [Step 5] Reference Enhancement: 96%|█████████▌| 117/122 [00:17<00:00, 7.01it/s] [Step 5] Reference Enhancement: 97%|█████████▋| 118/122 [00:17<00:00, 7.03it/s] [Step 5] Reference Enhancement: 98%|█████████▊| 119/122 [00:17<00:00, 7.05it/s] [Step 5] Reference Enhancement: 98%|█████████▊| 120/122 [00:17<00:00, 7.04it/s] [Step 5] Reference Enhancement: 99%|█████████▉| 121/122 [00:18<00:00, 7.06it/s] [Step 5] Reference Enhancement: 100%|██████████| 122/122 [00:18<00:00, 7.04it/s] [Step 5] Reference Enhancement: 100%|██████████| 122/122 [00:18<00:00, 6.68it/s] [Step 6] Lip Synthesis:: 0%| | 0/8 [00:00<?, ?it/s] landmark Det:: 0%| | 0/122 [00:00<?, ?it/s][A landmark Det:: 1%| | 1/122 [00:00<00:22, 5.45it/s][A landmark Det:: 2%|▏ | 2/122 [00:00<00:40, 2.99it/s][A landmark Det:: 7%|▋ | 8/122 [00:00<00:08, 14.09it/s][A landmark Det:: 11%|█▏ | 14/122 [00:00<00:04, 23.70it/s][A landmark Det:: 16%|█▋ | 20/122 [00:00<00:03, 31.61it/s][A landmark Det:: 21%|██▏ | 26/122 [00:01<00:02, 37.89it/s][A landmark Det:: 26%|██▌ | 32/122 [00:01<00:02, 42.45it/s][A landmark Det:: 31%|███ | 38/122 [00:01<00:01, 44.87it/s][A landmark Det:: 36%|███▌ | 44/122 [00:01<00:01, 47.18it/s][A landmark Det:: 41%|████ | 50/122 [00:01<00:01, 49.21it/s][A landmark Det:: 46%|████▌ | 56/122 [00:01<00:01, 51.04it/s][A landmark Det:: 51%|█████ | 62/122 [00:01<00:01, 52.43it/s][A landmark Det:: 56%|█████▌ | 68/122 [00:01<00:01, 52.97it/s][A landmark Det:: 61%|██████ | 74/122 [00:01<00:00, 53.58it/s][A landmark Det:: 66%|██████▌ | 80/122 [00:02<00:00, 54.19it/s][A landmark Det:: 70%|███████ | 86/122 [00:02<00:00, 54.44it/s][A landmark Det:: 75%|███████▌ | 92/122 [00:02<00:00, 53.38it/s][A landmark Det:: 80%|████████ | 98/122 [00:02<00:00, 53.31it/s][A landmark Det:: 85%|████████▌ | 104/122 [00:02<00:00, 53.55it/s][A landmark Det:: 90%|█████████ | 110/122 [00:02<00:00, 53.73it/s][A landmark Det:: 95%|█████████▌| 116/122 [00:02<00:00, 54.48it/s][A landmark Det:: 100%|██████████| 122/122 [00:02<00:00, 54.89it/s][A landmark Det:: 100%|██████████| 122/122 [00:02<00:00, 43.08it/s] 0%| | 0/122 [00:00<?, ?it/s][A 100%|██████████| 122/122 [00:00<00:00, 20623.29it/s] 0%| | 0/122 [00:00<?, ?it/s][A 54%|█████▍ | 66/122 [00:00<00:00, 656.23it/s][A 100%|██████████| 122/122 [00:00<00:00, 671.87it/s] FaceDet:: 0%| | 0/31 [00:00<?, ?it/s][A FaceDet:: 3%|▎ | 1/31 [00:00<00:22, 1.34it/s][A FaceDet:: 6%|▋ | 2/31 [00:00<00:12, 2.38it/s][A FaceDet:: 10%|▉ | 3/31 [00:01<00:08, 3.26it/s][A FaceDet:: 13%|█▎ | 4/31 [00:01<00:07, 3.83it/s][A FaceDet:: 16%|█▌ | 5/31 [00:01<00:06, 4.26it/s][A FaceDet:: 19%|█▉ | 6/31 [00:01<00:05, 4.53it/s][A FaceDet:: 23%|██▎ | 7/31 [00:01<00:05, 4.77it/s][A FaceDet:: 26%|██▌ | 8/31 [00:02<00:04, 4.95it/s][A FaceDet:: 29%|██▉ | 9/31 [00:02<00:04, 5.04it/s][A FaceDet:: 32%|███▏ | 10/31 [00:02<00:03, 5.37it/s][A FaceDet:: 35%|███▌ | 11/31 [00:02<00:03, 5.40it/s][A FaceDet:: 39%|███▊ | 12/31 [00:02<00:03, 5.39it/s][A FaceDet:: 42%|████▏ | 13/31 [00:02<00:03, 5.47it/s][A FaceDet:: 45%|████▌ | 14/31 [00:03<00:03, 5.56it/s][A FaceDet:: 48%|████▊ | 15/31 [00:03<00:02, 5.53it/s][A FaceDet:: 52%|█████▏ | 16/31 [00:03<00:02, 5.49it/s][A FaceDet:: 55%|█████▍ | 17/31 [00:03<00:02, 5.46it/s][A FaceDet:: 58%|█████▊ | 18/31 [00:03<00:02, 5.43it/s][A FaceDet:: 61%|██████▏ | 19/31 [00:04<00:02, 5.43it/s][A FaceDet:: 65%|██████▍ | 20/31 [00:04<00:02, 5.35it/s][A FaceDet:: 68%|██████▊ | 21/31 [00:04<00:01, 5.36it/s][A FaceDet:: 71%|███████ | 22/31 [00:04<00:01, 5.27it/s][A FaceDet:: 74%|███████▍ | 23/31 [00:04<00:01, 5.24it/s][A FaceDet:: 77%|███████▋ | 24/31 [00:04<00:01, 5.32it/s][A FaceDet:: 81%|████████ | 25/31 [00:05<00:01, 5.33it/s][A FaceDet:: 84%|████████▍ | 26/31 [00:05<00:00, 5.36it/s][A FaceDet:: 87%|████████▋ | 27/31 [00:05<00:00, 5.36it/s][A FaceDet:: 90%|█████████ | 28/31 [00:05<00:00, 5.36it/s][A FaceDet:: 94%|█████████▎| 29/31 [00:05<00:00, 5.39it/s][A FaceDet:: 97%|█████████▋| 30/31 [00:06<00:00, 5.48it/s][A FaceDet:: 100%|██████████| 31/31 [00:06<00:00, 3.83it/s][A FaceDet:: 100%|██████████| 31/31 [00:06<00:00, 4.74it/s] [Step 6] Lip Synthesis:: 12%|█▎ | 1/8 [00:23<02:43, 23.33s/it] [Step 6] Lip Synthesis:: 25%|██▌ | 2/8 [00:28<01:16, 12.74s/it] [Step 6] Lip Synthesis:: 38%|███▊ | 3/8 [00:33<00:46, 9.35s/it] [Step 6] Lip Synthesis:: 50%|█████ | 4/8 [00:39<00:31, 7.77s/it] [Step 6] Lip Synthesis:: 62%|██████▎ | 5/8 [00:44<00:20, 6.89s/it] [Step 6] Lip Synthesis:: 75%|███████▌ | 6/8 [00:49<00:12, 6.36s/it] [Step 6] Lip Synthesis:: 88%|████████▊ | 7/8 [00:55<00:06, 6.05s/it] [Step 6] Lip Synthesis:: 100%|██████████| 8/8 [01:01<00:00, 6.03s/it] [Step 6] Lip Synthesis:: 100%|██████████| 8/8 [01:01<00:00, 7.67s/it]
Version Details
- Version ID
db5a650c807b007dc5f9e5abe27c53e1b62880d1f94d218d27ce7fa802711d67- Version Created
- January 15, 2024