Upload logs/vocal_onset_v1/vocal_onset_v1_20260403_041141.log with huggingface_hub
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logs/vocal_onset_v1/vocal_onset_v1_20260403_041141.log
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=== Vocal Onset Pipeline — Fri Apr 3 04:11:41 HKT 2026 ===
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SLURM_JOB_ID=128241 node=gpu-4080-409 gpu=0
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=== Vocal Onset Pipeline — Fri Apr 3 04:11:41 HKT 2026 ===
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SLURM_JOB_ID=128241 node=gpu-4080-409 gpu=0
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Uploaded: logs/vocal_onset_v1/vocal_onset_v1_20260403_041141.log
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RMVPE OK (368MB)
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MIR-ST500 training data: 446 audio files
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════════════════════════════════════
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Phase 1: RPA Viterbi + threshold sweep — Fri Apr 3 04:11:58 HKT 2026
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════════════════════════════════════
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2026-04-03 04:12:00,103 INFO MIR-ST500 eval data already present
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2026-04-03 04:12:00,136 INFO Loaded 89 test tracks
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2026-04-03 04:12:03,473 INFO Loading RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
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2026-04-03 04:12:04,983 INFO RMVPE loaded
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2026-04-03 04:12:04,983 INFO Evaluating viterbi=False_thred=0.01 ...
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2026-04-03 04:13:16,607 INFO Evaluating viterbi=False_thred=0.02 ...
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2026-04-03 04:14:09,284 INFO Evaluating viterbi=False_thred=0.03 ...
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2026-04-03 04:15:00,834 INFO Evaluating viterbi=False_thred=0.05 ...
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2026-04-03 04:15:52,679 INFO Evaluating viterbi=False_thred=0.08 ...
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2026-04-03 04:16:45,648 INFO Evaluating viterbi=False_thred=0.1 ...
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2026-04-03 04:17:37,392 INFO Evaluating viterbi=False_thred=0.15 ...
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2026-04-03 04:18:29,315 INFO Evaluating viterbi=True_thred=0.01 ...
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2026-04-03 04:28:19,153 INFO Evaluating viterbi=True_thred=0.02 ...
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2026-04-03 04:37:59,853 INFO Evaluating viterbi=True_thred=0.03 ...
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2026-04-03 04:47:45,679 INFO Evaluating viterbi=True_thred=0.05 ...
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2026-04-03 04:57:02,511 INFO Evaluating viterbi=True_thred=0.08 ...
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2026-04-03 05:06:54,357 INFO Evaluating viterbi=True_thred=0.1 ...
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2026-04-03 05:16:45,452 INFO Evaluating viterbi=True_thred=0.15 ...
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2026-04-03 05:26:31,330 INFO Saved to rpa_sweep_results.json
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2026-04-03 05:26:31,904 INFO HTTP Request: POST https://huggingface.co/api/datasets/lamooon/vocal/preupload/main "HTTP/1.1 200 OK"
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2026-04-03 05:26:32,471 INFO HTTP Request: POST https://huggingface.co/api/datasets/lamooon/vocal/commit/main "HTTP/1.1 200 OK"
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2026-04-03 05:26:32,472 INFO Uploaded rpa_sweep_results.json to HF
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Config RPA RCA OA VR
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------------------------------------------------------------
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thred=0.01 viterbi=False 0.6323 0.6444 0.5204 0.9400 ★
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thred=0.02 viterbi=False 0.6280 0.6398 0.5556 0.9270
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thred=0.03 viterbi=False 0.6245 0.6359 0.5772 0.9167
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thred=0.05 viterbi=False 0.6187 0.6295 0.6034 0.9003
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thred=0.08 viterbi=False 0.6118 0.6216 0.6267 0.8815
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thred=0.1 viterbi=False 0.6077 0.6169 0.6368 0.8709
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thred=0.15 viterbi=False 0.5984 0.6065 0.6534 0.8482
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thred=0.01 viterbi=True 0.6353 0.6456 0.5222 0.9400 ★
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thred=0.02 viterbi=True 0.6309 0.6409 0.5573 0.9270
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thred=0.03 viterbi=True 0.6273 0.6369 0.5788 0.9167
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thred=0.05 viterbi=True 0.6212 0.6304 0.6049 0.9003
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thred=0.08 viterbi=True 0.6141 0.6223 0.6281 0.8815
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thred=0.1 viterbi=True 0.6098 0.6175 0.6381 0.8709
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thred=0.15 viterbi=True 0.6002 0.6070 0.6544 0.8482
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Best: viterbi=True_thred=0.01 RPA=0.6353
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Baseline (thred=0.03, viterbi=False): 0.6245
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No files have been modified since last commit. Skipping to prevent empty commit.
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Uploaded: eval/rpa_sweep_results.json
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Phase 1 complete
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