retrocirce/zero_shot_audio_source_separation 🖼️ → 🖼️
Performance
33.4sTypical run time
~247sCold start (first call)
60.3KTotal runs
About
Zero shot Sound separation by arbitrary query samples
Example Output
Output
Performance Metrics
33.37s
Prediction Time
246.61s
Total Time
All Input Parameters
{
"mix_file": "https://replicate.delivery/mgxm/37dba301-948f-493d-89d6-7adacb8160ad/SevenNationArmy_trimmed.mp3",
"query_file": "https://replicate.delivery/mgxm/2362d82d-d016-445d-b9e2-b99f3e3f70ac/bass.wav"
}
Input Parameters
- mix_file (required)
- Reference sound to extract source from
- query_file (required)
- Query sound to be searched and extracted from mix
Output Schema
Output
Example Execution Logs
/root/.pyenv/versions/3.8.13/lib/python3.8/site-packages/librosa/core/audio.py:162: UserWarning: PySoundFile failed. Trying audioread instead.
warnings.warn("PySoundFile failed. Trying audioread instead.")
GPU available: True, used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
/root/.pyenv/versions/3.8.13/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py:679: LightningDeprecationWarning: `trainer.test(test_dataloaders)` is deprecated in v1.4 and will be removed in v1.6. Use `trainer.test(dataloaders)` instead.
rank_zero_deprecation(
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
/root/.pyenv/versions/3.8.13/lib/python3.8/site-packages/pytorch_lightning/trainer/data_loading.py:105: UserWarning: The dataloader, test dataloader 0, does not have many workers which may be a bottleneck. Consider increasing the value of the `num_workers` argument` (try 8 which is the number of cpus on this machine) in the `DataLoader` init to improve performance.
rank_zero_warn(
Testing: 0it [00:00, ?it/s]
Testing: 100%|██████████| 1/1 [00:01<00:00, 1.05s/it](1, 2048)
(2048,)
--------------------------------------------------------------------------------
DATALOADER:0 TEST RESULTS
{}
--------------------------------------------------------------------------------
Testing: 100%|██████████| 1/1 [00:01<00:00, 1.13s/it]
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
Testing: 0it [00:00, ?it/s]
0 {'query_name': 0.0}
Testing: 0%| | 0/1 [00:01<?, ?it/s]
Testing: 100%|██████████| 1/1 [00:01<00:00, 1.09s/it]
median_sdr: {'query_name': 0.0}
Testing: 100%|██████████| 1/1 [00:01<00:00, 1.09s/it]
max: {'query_name': 0.0}
Testing: 100%|██████████| 1/1 [00:01<00:00, 1.09s/it]
min: {'query_name': 0.0}
Testing: 100%|██████████| 1/1 [00:01<00:00, 1.09s/it]--------------------------------------------------------------------------------
DATALOADER:0 TEST RESULTS
{}
--------------------------------------------------------------------------------
Testing: 100%|██████████| 1/1 [00:01<00:00, 1.17s/it]
Version Details
- Version ID
4accc6885290aa9d1503a0d1d5c3a86e1917c076475357c87343eb6481be4bdf- Version Created
- April 26, 2022