Upload logs/baselines/baselines_20260407_113601.log with huggingface_hub
Browse files
logs/baselines/baselines_20260407_113601.log
ADDED
|
@@ -0,0 +1,178 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
=== Classical Baselines Eval — Tue Apr 7 11:36:01 HKT 2026 ===
|
| 2 |
+
SLURM_JOB_ID=128525 node=gpu-4080-409 gpu=0
|
| 3 |
+
|
| 4 |
+
=== Downloading MIR-ST500 eval data ===
|
| 5 |
+
2026-04-07 11:36:03,596 INFO HTTP Request: GET https://huggingface.co/api/datasets/lamooon/vocal/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK"
|
| 6 |
+
2026-04-07 11:36:03,660 INFO MIR-ST500 eval ready: 63 tracks in /userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/data_eval/processed/audio
|
| 7 |
+
|
| 8 |
+
=== Verifying Demucs installation ===
|
| 9 |
+
Demucs version: 4.0.1
|
| 10 |
+
PyTorch: 2.10.0+cu128
|
| 11 |
+
CUDA available: True
|
| 12 |
+
GPU: NVIDIA GeForce RTX 4080 SUPER
|
| 13 |
+
Testing Demucs Python API...
|
| 14 |
+
Demucs model loaded: ['drums', 'bass', 'other', 'vocals']
|
| 15 |
+
Sample rate: 44100
|
| 16 |
+
Demucs Python API: OK
|
| 17 |
+
|
| 18 |
+
=== Running spectral flux + pYIN baselines ===
|
| 19 |
+
Cached Demucs stems: 63
|
| 20 |
+
Reusing cached stems (skip_separation)
|
| 21 |
+
2026-04-07 11:36:08,509 INFO Found 63 MIR-ST500 tracks
|
| 22 |
+
2026-04-07 11:36:08,511 INFO Vocal stems: 63/63 tracks
|
| 23 |
+
2026-04-07 11:36:08,511 INFO ============================================================
|
| 24 |
+
2026-04-07 11:36:08,511 INFO Step 2: Spectral Flux onset detection (Bello et al. 2005)
|
| 25 |
+
2026-04-07 11:36:08,511 INFO ============================================================
|
| 26 |
+
2026-04-07 11:36:10,321 INFO [1/63] mir_st500_12: onset_f1=0.5073 (P=0.4482 R=0.5845, ref=296 est=386)
|
| 27 |
+
2026-04-07 11:36:10,579 INFO [2/63] mir_st500_154: onset_f1=0.2560 (P=0.2238 R=0.2991, ref=321 est=429)
|
| 28 |
+
2026-04-07 11:36:10,837 INFO [3/63] mir_st500_155: onset_f1=0.3687 (P=0.3197 R=0.4355, ref=287 est=391)
|
| 29 |
+
2026-04-07 11:36:11,090 INFO [4/63] mir_st500_158: onset_f1=0.3641 (P=0.3172 R=0.4272, ref=323 est=435)
|
| 30 |
+
2026-04-07 11:36:11,333 INFO [5/63] mir_st500_159: onset_f1=0.4379 (P=0.4005 R=0.4829, ref=321 est=387)
|
| 31 |
+
2026-04-07 11:36:11,562 INFO [6/63] mir_st500_188: onset_f1=0.5052 (P=0.4536 R=0.5700, ref=300 est=377)
|
| 32 |
+
2026-04-07 11:36:11,767 INFO [7/63] mir_st500_190: onset_f1=0.2975 (P=0.2848 R=0.3113, ref=302 est=330)
|
| 33 |
+
2026-04-07 11:36:12,014 INFO [8/63] mir_st500_195: onset_f1=0.4590 (P=0.3881 R=0.5617, ref=324 est=469)
|
| 34 |
+
2026-04-07 11:36:12,240 INFO [9/63] mir_st500_196: onset_f1=0.4706 (P=0.4294 R=0.5205, ref=292 est=354)
|
| 35 |
+
2026-04-07 11:36:12,464 INFO [10/63] mir_st500_2: onset_f1=0.4406 (P=0.4208 R=0.4625, ref=333 est=366)
|
| 36 |
+
2026-04-07 11:36:12,717 INFO [11/63] mir_st500_209: onset_f1=0.4026 (P=0.4919 R=0.3408, ref=446 est=309)
|
| 37 |
+
2026-04-07 11:36:12,940 INFO [12/63] mir_st500_213: onset_f1=0.3447 (P=0.2791 R=0.4507, ref=213 est=344)
|
| 38 |
+
2026-04-07 11:36:13,193 INFO [13/63] mir_st500_225: onset_f1=0.4870 (P=0.5072 R=0.4682, ref=299 est=276)
|
| 39 |
+
2026-04-07 11:36:13,407 INFO [14/63] mir_st500_227: onset_f1=0.3879 (P=0.3224 R=0.4868, ref=304 est=459)
|
| 40 |
+
2026-04-07 11:36:13,655 INFO [15/63] mir_st500_234: onset_f1=0.4275 (P=0.3413 R=0.5719, ref=299 est=501)
|
| 41 |
+
2026-04-07 11:36:13,818 INFO [16/63] mir_st500_24: onset_f1=0.6068 (P=0.6474 R=0.5710, ref=373 est=329)
|
| 42 |
+
2026-04-07 11:36:14,037 INFO [17/63] mir_st500_25: onset_f1=0.4478 (P=0.3323 R=0.6863, ref=306 est=632)
|
| 43 |
+
2026-04-07 11:36:14,259 INFO [18/63] mir_st500_259: onset_f1=0.4514 (P=0.4869 R=0.4207, ref=309 est=267)
|
| 44 |
+
2026-04-07 11:36:14,524 INFO [19/63] mir_st500_26: onset_f1=0.5204 (P=0.5276 R=0.5134, ref=409 est=398)
|
| 45 |
+
2026-04-07 11:36:14,710 INFO [20/63] mir_st500_260: onset_f1=0.4563 (P=0.3761 R=0.5799, ref=288 est=444)
|
| 46 |
+
2026-04-07 11:36:14,950 INFO [21/63] mir_st500_262: onset_f1=0.6245 (P=0.5917 R=0.6613, ref=493 est=551)
|
| 47 |
+
2026-04-07 11:36:15,112 INFO [22/63] mir_st500_268: onset_f1=0.4864 (P=0.5174 R=0.4589, ref=292 est=259)
|
| 48 |
+
2026-04-07 11:36:15,331 INFO [23/63] mir_st500_273: onset_f1=0.5129 (P=0.4591 R=0.5809, ref=377 est=477)
|
| 49 |
+
2026-04-07 11:36:15,564 INFO [24/63] mir_st500_275: onset_f1=0.4156 (P=0.3840 R=0.4529, ref=446 est=526)
|
| 50 |
+
2026-04-07 11:36:15,788 INFO [25/63] mir_st500_280: onset_f1=0.5670 (P=0.5462 R=0.5894, ref=341 est=368)
|
| 51 |
+
2026-04-07 11:36:15,992 INFO [26/63] mir_st500_29: onset_f1=0.3593 (P=0.3706 R=0.3487, ref=152 est=143)
|
| 52 |
+
2026-04-07 11:36:16,231 INFO [27/63] mir_st500_290: onset_f1=0.6352 (P=0.6238 R=0.6469, ref=405 est=420)
|
| 53 |
+
2026-04-07 11:36:16,464 INFO [28/63] mir_st500_293: onset_f1=0.3713 (P=0.3149 R=0.4522, ref=429 est=616)
|
| 54 |
+
2026-04-07 11:36:16,751 INFO [29/63] mir_st500_301: onset_f1=0.4667 (P=0.4024 R=0.5556, ref=423 est=584)
|
| 55 |
+
2026-04-07 11:36:16,945 INFO [30/63] mir_st500_308: onset_f1=0.4953 (P=0.5137 R=0.4781, ref=274 est=255)
|
| 56 |
+
2026-04-07 11:36:17,199 INFO [31/63] mir_st500_324: onset_f1=0.5000 (P=0.4909 R=0.5094, ref=265 est=275)
|
| 57 |
+
2026-04-07 11:36:17,480 INFO [32/63] mir_st500_330: onset_f1=0.3079 (P=0.2662 R=0.3650, ref=326 est=447)
|
| 58 |
+
2026-04-07 11:36:17,764 INFO [33/63] mir_st500_353: onset_f1=0.4031 (P=0.3576 R=0.4618, ref=340 est=439)
|
| 59 |
+
2026-04-07 11:36:17,999 INFO [34/63] mir_st500_368: onset_f1=0.4380 (P=0.4183 R=0.4595, ref=457 est=502)
|
| 60 |
+
2026-04-07 11:36:18,257 INFO [35/63] mir_st500_37: onset_f1=0.3636 (P=0.3764 R=0.3517, ref=489 est=457)
|
| 61 |
+
2026-04-07 11:36:18,501 INFO [36/63] mir_st500_371: onset_f1=0.4588 (P=0.4084 R=0.5235, ref=298 est=382)
|
| 62 |
+
2026-04-07 11:36:18,764 INFO [37/63] mir_st500_374: onset_f1=0.4310 (P=0.4153 R=0.4480, ref=279 est=301)
|
| 63 |
+
2026-04-07 11:36:18,951 INFO [38/63] mir_st500_380: onset_f1=0.5306 (P=0.4522 R=0.6420, ref=324 est=460)
|
| 64 |
+
2026-04-07 11:36:19,200 INFO [39/63] mir_st500_382: onset_f1=0.4646 (P=0.4405 R=0.4915, ref=354 est=395)
|
| 65 |
+
2026-04-07 11:36:19,426 INFO [40/63] mir_st500_4: onset_f1=0.3774 (P=0.2881 R=0.5469, ref=384 est=729)
|
| 66 |
+
2026-04-07 11:36:19,680 INFO [41/63] mir_st500_412: onset_f1=0.5005 (P=0.4328 R=0.5931, ref=467 est=640)
|
| 67 |
+
2026-04-07 11:36:19,860 INFO [42/63] mir_st500_42: onset_f1=0.4206 (P=0.3310 R=0.5766, ref=248 est=432)
|
| 68 |
+
2026-04-07 11:36:20,107 INFO [43/63] mir_st500_435: onset_f1=0.4593 (P=0.5714 R=0.3840, ref=375 est=252)
|
| 69 |
+
2026-04-07 11:36:20,321 INFO [44/63] mir_st500_44: onset_f1=0.6037 (P=0.5579 R=0.6578, ref=564 est=665)
|
| 70 |
+
2026-04-07 11:36:20,563 INFO [45/63] mir_st500_444: onset_f1=0.4470 (P=0.4193 R=0.4787, ref=282 est=322)
|
| 71 |
+
2026-04-07 11:36:20,788 INFO [46/63] mir_st500_450: onset_f1=0.5136 (P=0.4624 R=0.5775, ref=213 est=266)
|
| 72 |
+
2026-04-07 11:36:21,042 INFO [47/63] mir_st500_46: onset_f1=0.4360 (P=0.4318 R=0.4403, ref=352 est=359)
|
| 73 |
+
2026-04-07 11:36:21,306 INFO [48/63] mir_st500_460: onset_f1=0.4820 (P=0.5447 R=0.4323, ref=465 est=369)
|
| 74 |
+
2026-04-07 11:36:21,501 INFO [49/63] mir_st500_464: onset_f1=0.2807 (P=0.3060 R=0.2593, ref=216 est=183)
|
| 75 |
+
2026-04-07 11:36:21,763 INFO [50/63] mir_st500_466: onset_f1=0.4907 (P=0.4920 R=0.4894, ref=378 est=376)
|
| 76 |
+
2026-04-07 11:36:21,965 INFO [51/63] mir_st500_483: onset_f1=0.4624 (P=0.5168 R=0.4184, ref=294 est=238)
|
| 77 |
+
2026-04-07 11:36:22,223 INFO [52/63] mir_st500_487: onset_f1=0.3683 (P=0.3388 R=0.4034, ref=357 est=425)
|
| 78 |
+
2026-04-07 11:36:22,510 INFO [53/63] mir_st500_492: onset_f1=0.3539 (P=0.3699 R=0.3392, ref=457 est=419)
|
| 79 |
+
2026-04-07 11:36:22,740 INFO [54/63] mir_st500_497: onset_f1=0.4882 (P=0.4453 R=0.5403, ref=211 est=256)
|
| 80 |
+
2026-04-07 11:36:22,965 INFO [55/63] mir_st500_52: onset_f1=0.5160 (P=0.4947 R=0.5394, ref=343 est=374)
|
| 81 |
+
2026-04-07 11:36:23,193 INFO [56/63] mir_st500_57: onset_f1=0.4946 (P=0.4876 R=0.5018, ref=275 est=283)
|
| 82 |
+
2026-04-07 11:36:23,368 INFO [57/63] mir_st500_65: onset_f1=0.4300 (P=0.4109 R=0.4511, ref=235 est=258)
|
| 83 |
+
2026-04-07 11:36:23,533 INFO [58/63] mir_st500_66: onset_f1=0.3657 (P=0.4793 R=0.2956, ref=274 est=169)
|
| 84 |
+
2026-04-07 11:36:23,792 INFO [59/63] mir_st500_73: onset_f1=0.4141 (P=0.3644 R=0.4795, ref=342 est=450)
|
| 85 |
+
2026-04-07 11:36:24,010 INFO [60/63] mir_st500_86: onset_f1=0.4949 (P=0.4475 R=0.5537, ref=354 est=438)
|
| 86 |
+
2026-04-07 11:36:24,251 INFO [61/63] mir_st500_88: onset_f1=0.5369 (P=0.4720 R=0.6224, ref=392 est=517)
|
| 87 |
+
2026-04-07 11:36:24,489 INFO [62/63] mir_st500_89: onset_f1=0.4925 (P=0.4239 R=0.5875, ref=417 est=578)
|
| 88 |
+
2026-04-07 11:36:24,729 INFO [63/63] mir_st500_93: onset_f1=0.5706 (P=0.5147 R=0.6400, ref=300 est=373)
|
| 89 |
+
2026-04-07 11:36:24,729 INFO ============================================================
|
| 90 |
+
2026-04-07 11:36:24,729 INFO Step 3: pYIN pitch tracking (Mauch & Dixon 2014)
|
| 91 |
+
2026-04-07 11:36:24,729 INFO ============================================================
|
| 92 |
+
2026-04-07 11:37:17,704 INFO [1/63] mir_st500_12: RPA=0.6488 RCA=0.6541 OA=0.5999
|
| 93 |
+
2026-04-07 11:38:32,872 INFO [2/63] mir_st500_154: RPA=0.5799 RCA=0.6031 OA=0.5638
|
| 94 |
+
2026-04-07 11:39:46,071 INFO [3/63] mir_st500_155: RPA=0.7307 RCA=0.7313 OA=0.6359
|
| 95 |
+
2026-04-07 11:40:58,068 INFO [4/63] mir_st500_158: RPA=0.6838 RCA=0.6865 OA=0.5862
|
| 96 |
+
2026-04-07 11:42:06,057 INFO [5/63] mir_st500_159: RPA=0.6105 RCA=0.6781 OA=0.5287
|
| 97 |
+
2026-04-07 11:43:12,821 INFO [6/63] mir_st500_188: RPA=0.6738 RCA=0.6767 OA=0.5643
|
| 98 |
+
2026-04-07 11:44:10,359 INFO [7/63] mir_st500_190: RPA=0.5588 RCA=0.5596 OA=0.4969
|
| 99 |
+
2026-04-07 11:45:20,056 INFO [8/63] mir_st500_195: RPA=0.7592 RCA=0.7603 OA=0.6432
|
| 100 |
+
2026-04-07 11:46:25,335 INFO [9/63] mir_st500_196: RPA=0.6601 RCA=0.6848 OA=0.5243
|
| 101 |
+
2026-04-07 11:47:28,738 INFO [10/63] mir_st500_2: RPA=0.7287 RCA=0.7353 OA=0.6063
|
| 102 |
+
2026-04-07 11:48:41,518 INFO [11/63] mir_st500_209: RPA=0.6572 RCA=0.6621 OA=0.5982
|
| 103 |
+
2026-04-07 11:49:47,183 INFO [12/63] mir_st500_213: RPA=0.8203 RCA=0.8269 OA=0.5013
|
| 104 |
+
2026-04-07 11:51:00,372 INFO [13/63] mir_st500_225: RPA=0.7101 RCA=0.7101 OA=0.5586
|
| 105 |
+
2026-04-07 11:52:02,217 INFO [14/63] mir_st500_227: RPA=0.7615 RCA=0.7615 OA=0.6361
|
| 106 |
+
2026-04-07 11:53:14,464 INFO [15/63] mir_st500_234: RPA=0.6573 RCA=0.6812 OA=0.5857
|
| 107 |
+
2026-04-07 11:54:01,110 INFO [16/63] mir_st500_24: RPA=0.7496 RCA=0.7496 OA=0.5614
|
| 108 |
+
2026-04-07 11:55:01,649 INFO [17/63] mir_st500_25: RPA=0.6276 RCA=0.6438 OA=0.5320
|
| 109 |
+
2026-04-07 11:56:05,435 INFO [18/63] mir_st500_259: RPA=0.6924 RCA=0.7089 OA=0.5167
|
| 110 |
+
2026-04-07 11:57:23,379 INFO [19/63] mir_st500_26: RPA=0.6718 RCA=0.6882 OA=0.6103
|
| 111 |
+
2026-04-07 11:58:19,068 INFO [20/63] mir_st500_260: RPA=0.7569 RCA=0.7572 OA=0.7206
|
| 112 |
+
2026-04-07 11:59:25,424 INFO [21/63] mir_st500_262: RPA=0.6637 RCA=0.6650 OA=0.5820
|
| 113 |
+
2026-04-07 12:00:12,389 INFO [22/63] mir_st500_268: RPA=0.7396 RCA=0.7430 OA=0.6460
|
| 114 |
+
2026-04-07 12:01:12,946 INFO [23/63] mir_st500_273: RPA=0.7387 RCA=0.7387 OA=0.6753
|
| 115 |
+
2026-04-07 12:02:18,336 INFO [24/63] mir_st500_275: RPA=0.6687 RCA=0.6687 OA=0.6108
|
| 116 |
+
2026-04-07 12:03:23,497 INFO [25/63] mir_st500_280: RPA=0.7533 RCA=0.7607 OA=0.5959
|
| 117 |
+
2026-04-07 12:04:20,033 INFO [26/63] mir_st500_29: RPA=0.8161 RCA=0.8218 OA=0.5979
|
| 118 |
+
2026-04-07 12:05:27,743 INFO [27/63] mir_st500_290: RPA=0.7931 RCA=0.7951 OA=0.6214
|
| 119 |
+
2026-04-07 12:06:36,004 INFO [28/63] mir_st500_293: RPA=0.6567 RCA=0.6605 OA=0.5962
|
| 120 |
+
2026-04-07 12:07:57,621 INFO [29/63] mir_st500_301: RPA=0.6502 RCA=0.6502 OA=0.5488
|
| 121 |
+
2026-04-07 12:08:54,917 INFO [30/63] mir_st500_308: RPA=0.7554 RCA=0.7574 OA=0.5492
|
| 122 |
+
2026-04-07 12:10:05,440 INFO [31/63] mir_st500_324: RPA=0.4652 RCA=0.4652 OA=0.3920
|
| 123 |
+
2026-04-07 12:11:28,892 INFO [32/63] mir_st500_330: RPA=0.6840 RCA=0.7156 OA=0.5721
|
| 124 |
+
2026-04-07 12:12:53,741 INFO [33/63] mir_st500_353: RPA=0.7672 RCA=0.7672 OA=0.6103
|
| 125 |
+
2026-04-07 12:14:03,478 INFO [34/63] mir_st500_368: RPA=0.7784 RCA=0.7784 OA=0.6323
|
| 126 |
+
2026-04-07 12:15:11,314 INFO [35/63] mir_st500_37: RPA=0.6157 RCA=0.6161 OA=0.5648
|
| 127 |
+
2026-04-07 12:16:20,170 INFO [36/63] mir_st500_371: RPA=0.6601 RCA=0.6601 OA=0.5479
|
| 128 |
+
2026-04-07 12:17:37,178 INFO [37/63] mir_st500_374: RPA=0.7519 RCA=0.7544 OA=0.4934
|
| 129 |
+
2026-04-07 12:18:33,433 INFO [38/63] mir_st500_380: RPA=0.7412 RCA=0.7412 OA=0.6125
|
| 130 |
+
2026-04-07 12:19:41,611 INFO [39/63] mir_st500_382: RPA=0.7009 RCA=0.7048 OA=0.5672
|
| 131 |
+
2026-04-07 12:20:48,250 INFO [40/63] mir_st500_4: RPA=0.7313 RCA=0.7313 OA=0.6694
|
| 132 |
+
2026-04-07 12:21:57,993 INFO [41/63] mir_st500_412: RPA=0.6814 RCA=0.6815 OA=0.5747
|
| 133 |
+
2026-04-07 12:22:50,323 INFO [42/63] mir_st500_42: RPA=0.6834 RCA=0.6834 OA=0.6153
|
| 134 |
+
2026-04-07 12:23:58,500 INFO [43/63] mir_st500_435: RPA=0.5086 RCA=0.5391 OA=0.4586
|
| 135 |
+
2026-04-07 12:25:00,257 INFO [44/63] mir_st500_44: RPA=0.6829 RCA=0.7030 OA=0.6195
|
| 136 |
+
2026-04-07 12:26:09,141 INFO [45/63] mir_st500_444: RPA=0.7470 RCA=0.7709 OA=0.6237
|
| 137 |
+
2026-04-07 12:27:15,923 INFO [46/63] mir_st500_450: RPA=0.7114 RCA=0.7115 OA=0.5923
|
| 138 |
+
2026-04-07 12:28:25,996 INFO [47/63] mir_st500_46: RPA=0.6583 RCA=0.6671 OA=0.5745
|
| 139 |
+
2026-04-07 12:29:41,108 INFO [48/63] mir_st500_460: RPA=0.7516 RCA=0.7516 OA=0.6830
|
| 140 |
+
2026-04-07 12:30:38,865 INFO [49/63] mir_st500_464: RPA=0.7068 RCA=0.7083 OA=0.5616
|
| 141 |
+
2026-04-07 12:31:51,324 INFO [50/63] mir_st500_466: RPA=0.7977 RCA=0.7977 OA=0.6365
|
| 142 |
+
2026-04-07 12:32:48,550 INFO [51/63] mir_st500_483: RPA=0.7475 RCA=0.7477 OA=0.6357
|
| 143 |
+
2026-04-07 12:34:00,998 INFO [52/63] mir_st500_487: RPA=0.6447 RCA=0.6658 OA=0.5836
|
| 144 |
+
2026-04-07 12:35:21,787 INFO [53/63] mir_st500_492: RPA=0.4670 RCA=0.4847 OA=0.4821
|
| 145 |
+
2026-04-07 12:36:28,169 INFO [54/63] mir_st500_497: RPA=0.7684 RCA=0.7685 OA=0.4977
|
| 146 |
+
2026-04-07 12:37:29,408 INFO [55/63] mir_st500_52: RPA=0.7342 RCA=0.7342 OA=0.5883
|
| 147 |
+
2026-04-07 12:38:32,888 INFO [56/63] mir_st500_57: RPA=0.6836 RCA=0.6977 OA=0.5344
|
| 148 |
+
2026-04-07 12:39:22,808 INFO [57/63] mir_st500_65: RPA=0.7847 RCA=0.7847 OA=0.6321
|
| 149 |
+
2026-04-07 12:40:08,268 INFO [58/63] mir_st500_66: RPA=0.7397 RCA=0.7397 OA=0.6079
|
| 150 |
+
2026-04-07 12:41:20,813 INFO [59/63] mir_st500_73: RPA=0.6351 RCA=0.6865 OA=0.5477
|
| 151 |
+
2026-04-07 12:42:22,112 INFO [60/63] mir_st500_86: RPA=0.6941 RCA=0.6941 OA=0.5982
|
| 152 |
+
2026-04-07 12:43:27,107 INFO [61/63] mir_st500_88: RPA=0.6785 RCA=0.7013 OA=0.5499
|
| 153 |
+
2026-04-07 12:44:33,541 INFO [62/63] mir_st500_89: RPA=0.7079 RCA=0.7079 OA=0.7140
|
| 154 |
+
2026-04-07 12:45:41,288 INFO [63/63] mir_st500_93: RPA=0.7633 RCA=0.7633 OA=0.5498
|
| 155 |
+
|
| 156 |
+
======================================================================
|
| 157 |
+
CLASSICAL BASELINES — MIR-ST500 (Demucs-separated vocals)
|
| 158 |
+
======================================================================
|
| 159 |
+
|
| 160 |
+
Spectral Flux (Bello et al. 2005)
|
| 161 |
+
Onset F1 = 0.4519 +/- 0.0795
|
| 162 |
+
Precision = 0.4278
|
| 163 |
+
Recall = 0.4925
|
| 164 |
+
|
| 165 |
+
pYIN (Mauch & Dixon 2014)
|
| 166 |
+
RPA = 0.6960 +/- 0.0735
|
| 167 |
+
RCA = 0.7039
|
| 168 |
+
OA = 0.5828
|
| 169 |
+
Voicing Recall = 0.9432
|
| 170 |
+
Voicing FA = 0.5661
|
| 171 |
+
======================================================================
|
| 172 |
+
2026-04-07 12:45:41,293 INFO Results saved to classical_baseline_results.json
|
| 173 |
+
Uploaded: eval/classical_baseline_results.json
|
| 174 |
+
Results uploaded to HF
|
| 175 |
+
Filesystem Size Used Avail Use% Mounted on
|
| 176 |
+
10.21.7.193:/dpool/userhome/cs/u3571824 400G 359G 42G 90% /userhome/cs/u3571824
|
| 177 |
+
|
| 178 |
+
=== ALL DONE — Tue Apr 7 12:45:43 HKT 2026 ===
|