nateraw/audio-super-resolution 🔢🖼️ → 🖼️
About
AudioSR: Versatile Audio Super-resolution at Scale
Example Output
Output
Performance Metrics
32.91s
Prediction Time
121.48s
Total Time
All Input Parameters
{
"seed": 42,
"ddim_steps": 50,
"input_file": "https://replicate.delivery/pbxt/JYv70XQsiZBbSmknfMhGoEb4QYbuyJ9hJkfgjyzCvh4TzPmT/music.wav",
"guidance_scale": 3.5
}
Input Parameters
- seed
- Random seed. Leave blank to randomize the seed
- ddim_steps
- Number of inference steps
- input_file (required)
- Audio to upsample
- guidance_scale
- Scale for classifier free guidance
Output Schema
Output
Example Execution Logs
[93m Warning: audio is longer than 10.24 seconds, may degrade the model performance. It's recommand to truncate your audio to 5.12 seconds before input to AudioSR to get the best performance.[00m /src/audiosr/utils.py:109: FutureWarning: Pass sr=48000, n_fft=2048, n_mels=256, fmin=20, fmax=24000 as keyword args. From version 0.10 passing these as positional arguments will result in an error mel = librosa_mel_fn(sampling_rate, filter_length, n_mel, mel_fmin, mel_fmax) Running DDIM Sampling with 50 timesteps DDIM Sampler: 0%| | 0/50 [00:00<?, ?it/s] DDIM Sampler: 2%|▏ | 1/50 [00:06<05:20, 6.54s/it] DDIM Sampler: 4%|▍ | 2/50 [00:06<02:14, 2.80s/it] DDIM Sampler: 6%|▌ | 3/50 [00:06<01:15, 1.60s/it] DDIM Sampler: 8%|▊ | 4/50 [00:07<00:47, 1.04s/it] DDIM Sampler: 10%|█ | 5/50 [00:07<00:32, 1.37it/s] DDIM Sampler: 12%|█▏ | 6/50 [00:07<00:23, 1.84it/s] DDIM Sampler: 14%|█▍ | 7/50 [00:07<00:18, 2.36it/s] DDIM Sampler: 16%|█▌ | 8/50 [00:07<00:14, 2.89it/s] DDIM Sampler: 18%|█▊ | 9/50 [00:07<00:12, 3.40it/s] DDIM Sampler: 20%|██ | 10/50 [00:08<00:10, 3.86it/s] DDIM Sampler: 22%|██▏ | 11/50 [00:08<00:09, 4.26it/s] DDIM Sampler: 24%|██▍ | 12/50 [00:08<00:08, 4.59it/s] DDIM Sampler: 26%|██▌ | 13/50 [00:08<00:07, 4.85it/s] DDIM Sampler: 28%|██▊ | 14/50 [00:08<00:07, 5.04it/s] DDIM Sampler: 30%|███ | 15/50 [00:09<00:06, 5.19it/s] DDIM Sampler: 32%|███▏ | 16/50 [00:09<00:06, 5.29it/s] DDIM Sampler: 34%|███▍ | 17/50 [00:09<00:06, 5.37it/s] DDIM Sampler: 36%|███▌ | 18/50 [00:09<00:05, 5.42it/s] DDIM Sampler: 38%|███▊ | 19/50 [00:09<00:05, 5.46it/s] DDIM Sampler: 40%|████ | 20/50 [00:09<00:05, 5.49it/s] DDIM Sampler: 42%|████▏ | 21/50 [00:10<00:05, 5.51it/s] DDIM Sampler: 44%|████▍ | 22/50 [00:10<00:05, 5.53it/s] DDIM Sampler: 46%|████▌ | 23/50 [00:10<00:04, 5.54it/s] DDIM Sampler: 48%|████▊ | 24/50 [00:10<00:04, 5.55it/s] DDIM Sampler: 50%|█████ | 25/50 [00:10<00:04, 5.55it/s] DDIM Sampler: 52%|█████▏ | 26/50 [00:11<00:04, 5.56it/s] DDIM Sampler: 54%|█████▍ | 27/50 [00:11<00:04, 5.56it/s] DDIM Sampler: 56%|█████▌ | 28/50 [00:11<00:03, 5.56it/s] DDIM Sampler: 58%|█████▊ | 29/50 [00:11<00:03, 5.56it/s] DDIM Sampler: 60%|██████ | 30/50 [00:11<00:03, 5.56it/s] DDIM Sampler: 62%|██████▏ | 31/50 [00:11<00:03, 5.56it/s] DDIM Sampler: 64%|██████▍ | 32/50 [00:12<00:03, 5.48it/s] DDIM Sampler: 66%|██████▌ | 33/50 [00:12<00:03, 5.50it/s] DDIM Sampler: 68%|██████▊ | 34/50 [00:12<00:02, 5.44it/s] DDIM Sampler: 70%|███████ | 35/50 [00:12<00:02, 5.23it/s] DDIM Sampler: 72%|███████▏ | 36/50 [00:12<00:02, 5.08it/s] DDIM Sampler: 74%|███████▍ | 37/50 [00:13<00:02, 4.99it/s] DDIM Sampler: 76%|███████▌ | 38/50 [00:13<00:02, 4.85it/s] DDIM Sampler: 78%|███████▊ | 39/50 [00:13<00:02, 4.74it/s] DDIM Sampler: 80%|████████ | 40/50 [00:13<00:02, 4.71it/s] DDIM Sampler: 82%|████████▏ | 41/50 [00:13<00:01, 4.69it/s] DDIM Sampler: 84%|████████▍ | 42/50 [00:14<00:01, 4.68it/s] DDIM Sampler: 86%|████████▌ | 43/50 [00:14<00:01, 4.68it/s] DDIM Sampler: 88%|████████▊ | 44/50 [00:14<00:01, 4.81it/s] DDIM Sampler: 90%|█████████ | 45/50 [00:14<00:00, 5.01it/s] DDIM Sampler: 92%|█████████▏| 46/50 [00:14<00:00, 5.16it/s] DDIM Sampler: 94%|█████████▍| 47/50 [00:15<00:00, 5.28it/s] DDIM Sampler: 96%|█████████▌| 48/50 [00:15<00:00, 5.36it/s] DDIM Sampler: 98%|█████████▊| 49/50 [00:15<00:00, 5.42it/s] DDIM Sampler: 100%|██████████| 50/50 [00:15<00:00, 5.46it/s] DDIM Sampler: 100%|██████████| 50/50 [00:15<00:00, 3.19it/s]
Version Details
- Version ID
0e453d5e4c2e0ef4f8d38a6167053dda09cf3c8dbca2355cde61dca55a915bc5- Version Created
- September 20, 2023