update model card README.md
Browse files
README.md
CHANGED
|
@@ -1,7 +1,5 @@
|
|
| 1 |
---
|
| 2 |
tags:
|
| 3 |
-
- automatic-speech-recognition
|
| 4 |
-
- gary109/AI_Light_Dance
|
| 5 |
- generated_from_trainer
|
| 6 |
datasets:
|
| 7 |
- ai_light_dance
|
|
@@ -9,7 +7,20 @@ metrics:
|
|
| 9 |
- wer
|
| 10 |
model-index:
|
| 11 |
- name: ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2
|
| 12 |
-
results:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
---
|
| 14 |
|
| 15 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
@@ -17,10 +28,10 @@ should probably proofread and complete it, then remove this comment. -->
|
|
| 17 |
|
| 18 |
# ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2
|
| 19 |
|
| 20 |
-
This model is a fine-tuned version of [gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-2](https://huggingface.co/gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-2) on the
|
| 21 |
It achieves the following results on the evaluation set:
|
| 22 |
-
- Loss: 0.
|
| 23 |
-
- Wer: 0.
|
| 24 |
|
| 25 |
## Model description
|
| 26 |
|
|
@@ -55,106 +66,106 @@ The following hyperparameters were used during training:
|
|
| 55 |
|
| 56 |
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
| 57 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
|
| 58 |
-
|
|
| 59 |
-
|
|
| 60 |
-
|
|
| 61 |
-
|
|
| 62 |
-
| 0.
|
| 63 |
-
| 0.
|
| 64 |
-
| 0.
|
| 65 |
-
| 0.
|
| 66 |
-
| 0.
|
| 67 |
-
| 0.
|
| 68 |
-
| 0.
|
| 69 |
-
| 0.
|
| 70 |
-
| 0.
|
| 71 |
-
| 0.
|
| 72 |
-
| 0.
|
| 73 |
-
| 0.
|
| 74 |
-
| 0.
|
| 75 |
-
| 0.
|
| 76 |
-
| 0.
|
| 77 |
-
| 0.
|
| 78 |
-
| 0.
|
| 79 |
-
| 0.
|
| 80 |
-
| 0.
|
| 81 |
-
| 0.
|
| 82 |
-
| 0.
|
| 83 |
-
| 0.
|
| 84 |
-
| 0.
|
| 85 |
-
| 0.
|
| 86 |
-
| 0.
|
| 87 |
-
| 0.
|
| 88 |
-
| 0.
|
| 89 |
-
| 0.
|
| 90 |
-
| 0.
|
| 91 |
-
| 0.
|
| 92 |
-
| 0.
|
| 93 |
-
| 0.
|
| 94 |
-
| 0.
|
| 95 |
-
| 0.
|
| 96 |
-
| 0.
|
| 97 |
-
| 0.
|
| 98 |
-
| 0.
|
| 99 |
-
| 0.
|
| 100 |
-
| 0.
|
| 101 |
-
| 0.
|
| 102 |
-
| 0.
|
| 103 |
-
| 0.
|
| 104 |
-
| 0.
|
| 105 |
-
| 0.
|
| 106 |
-
| 0.
|
| 107 |
-
| 0.
|
| 108 |
-
| 0.
|
| 109 |
-
| 0.
|
| 110 |
-
| 0.
|
| 111 |
-
| 0.
|
| 112 |
-
| 0.
|
| 113 |
-
| 0.
|
| 114 |
-
| 0.
|
| 115 |
-
| 0.
|
| 116 |
-
| 0.
|
| 117 |
-
| 0.
|
| 118 |
-
| 0.
|
| 119 |
-
| 0.
|
| 120 |
-
| 0.
|
| 121 |
-
| 0.
|
| 122 |
-
| 0.
|
| 123 |
-
| 0.
|
| 124 |
-
| 0.
|
| 125 |
-
| 0.
|
| 126 |
-
| 0.
|
| 127 |
-
| 0.
|
| 128 |
-
| 0.
|
| 129 |
-
| 0.
|
| 130 |
-
| 0.
|
| 131 |
-
| 0.
|
| 132 |
-
| 0.
|
| 133 |
-
| 0.
|
| 134 |
-
| 0.
|
| 135 |
-
| 0.
|
| 136 |
-
| 0.
|
| 137 |
-
| 0.
|
| 138 |
-
| 0.
|
| 139 |
-
| 0.
|
| 140 |
-
| 0.
|
| 141 |
-
| 0.
|
| 142 |
-
| 0.
|
| 143 |
-
| 0.
|
| 144 |
-
| 0.
|
| 145 |
-
| 0.
|
| 146 |
-
| 0.
|
| 147 |
-
| 0.
|
| 148 |
-
| 0.
|
| 149 |
-
| 0.
|
| 150 |
-
| 0.
|
| 151 |
-
| 0.
|
| 152 |
-
| 0.
|
| 153 |
-
| 0.
|
| 154 |
-
| 0.
|
| 155 |
-
| 0.
|
| 156 |
-
| 0.
|
| 157 |
-
| 0.
|
| 158 |
|
| 159 |
|
| 160 |
### Framework versions
|
|
|
|
| 1 |
---
|
| 2 |
tags:
|
|
|
|
|
|
|
| 3 |
- generated_from_trainer
|
| 4 |
datasets:
|
| 5 |
- ai_light_dance
|
|
|
|
| 7 |
- wer
|
| 8 |
model-index:
|
| 9 |
- name: ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2
|
| 10 |
+
results:
|
| 11 |
+
- task:
|
| 12 |
+
name: Automatic Speech Recognition
|
| 13 |
+
type: automatic-speech-recognition
|
| 14 |
+
dataset:
|
| 15 |
+
name: ai_light_dance
|
| 16 |
+
type: ai_light_dance
|
| 17 |
+
config: onset-idmt-mdb-2
|
| 18 |
+
split: train
|
| 19 |
+
args: onset-idmt-mdb-2
|
| 20 |
+
metrics:
|
| 21 |
+
- name: Wer
|
| 22 |
+
type: wer
|
| 23 |
+
value: 0.17699115044247787
|
| 24 |
---
|
| 25 |
|
| 26 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
|
|
| 28 |
|
| 29 |
# ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2
|
| 30 |
|
| 31 |
+
This model is a fine-tuned version of [gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2](https://huggingface.co/gary109/ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-mdb-2) on the ai_light_dance dataset.
|
| 32 |
It achieves the following results on the evaluation set:
|
| 33 |
+
- Loss: 0.4774
|
| 34 |
+
- Wer: 0.1770
|
| 35 |
|
| 36 |
## Model description
|
| 37 |
|
|
|
|
| 66 |
|
| 67 |
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
| 68 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
|
| 69 |
+
| 0.2599 | 0.98 | 11 | 0.4281 | 0.2198 |
|
| 70 |
+
| 0.2491 | 1.98 | 22 | 0.4891 | 0.1947 |
|
| 71 |
+
| 0.2619 | 2.98 | 33 | 0.5496 | 0.2183 |
|
| 72 |
+
| 0.3354 | 3.98 | 44 | 0.5202 | 0.2094 |
|
| 73 |
+
| 0.277 | 4.98 | 55 | 0.4574 | 0.2080 |
|
| 74 |
+
| 0.3065 | 5.98 | 66 | 0.4749 | 0.2080 |
|
| 75 |
+
| 0.2669 | 6.98 | 77 | 0.5902 | 0.2183 |
|
| 76 |
+
| 0.2829 | 7.98 | 88 | 0.8560 | 0.2050 |
|
| 77 |
+
| 0.2509 | 8.98 | 99 | 0.6190 | 0.2035 |
|
| 78 |
+
| 0.2728 | 9.98 | 110 | 0.6562 | 0.2109 |
|
| 79 |
+
| 0.2615 | 10.98 | 121 | 0.6291 | 0.2065 |
|
| 80 |
+
| 0.2586 | 11.98 | 132 | 0.6167 | 0.1844 |
|
| 81 |
+
| 0.2441 | 12.98 | 143 | 0.6736 | 0.1962 |
|
| 82 |
+
| 0.233 | 13.98 | 154 | 0.5727 | 0.2050 |
|
| 83 |
+
| 0.2567 | 14.98 | 165 | 0.6165 | 0.1873 |
|
| 84 |
+
| 0.2264 | 15.98 | 176 | 0.7506 | 0.2080 |
|
| 85 |
+
| 0.2346 | 16.98 | 187 | 0.7017 | 0.1888 |
|
| 86 |
+
| 0.2343 | 17.98 | 198 | 0.5930 | 0.2094 |
|
| 87 |
+
| 0.2638 | 18.98 | 209 | 0.5730 | 0.2006 |
|
| 88 |
+
| 0.2543 | 19.98 | 220 | 0.4991 | 0.2198 |
|
| 89 |
+
| 0.2476 | 20.98 | 231 | 0.6364 | 0.2065 |
|
| 90 |
+
| 0.2777 | 21.98 | 242 | 0.6247 | 0.1844 |
|
| 91 |
+
| 0.2661 | 22.98 | 253 | 0.5589 | 0.2006 |
|
| 92 |
+
| 0.2094 | 23.98 | 264 | 0.5316 | 0.2080 |
|
| 93 |
+
| 0.2496 | 24.98 | 275 | 0.8821 | 0.1844 |
|
| 94 |
+
| 0.2302 | 25.98 | 286 | 0.5408 | 0.1814 |
|
| 95 |
+
| 0.2651 | 26.98 | 297 | 0.6479 | 0.2094 |
|
| 96 |
+
| 0.2119 | 27.98 | 308 | 0.5875 | 0.1814 |
|
| 97 |
+
| 0.2468 | 28.98 | 319 | 0.7614 | 0.1976 |
|
| 98 |
+
| 0.2239 | 29.98 | 330 | 0.4908 | 0.1903 |
|
| 99 |
+
| 0.2514 | 30.98 | 341 | 0.5196 | 0.2035 |
|
| 100 |
+
| 0.2244 | 31.98 | 352 | 0.5580 | 0.1991 |
|
| 101 |
+
| 0.2524 | 32.98 | 363 | 0.5342 | 0.2021 |
|
| 102 |
+
| 0.2516 | 33.98 | 374 | 0.4204 | 0.1844 |
|
| 103 |
+
| 0.2515 | 34.98 | 385 | 0.5135 | 0.2124 |
|
| 104 |
+
| 0.2542 | 35.98 | 396 | 0.8150 | 0.1962 |
|
| 105 |
+
| 0.2269 | 36.98 | 407 | 0.8833 | 0.2094 |
|
| 106 |
+
| 0.212 | 37.98 | 418 | 1.3235 | 0.2183 |
|
| 107 |
+
| 0.2119 | 38.98 | 429 | 0.6919 | 0.2021 |
|
| 108 |
+
| 0.2228 | 39.98 | 440 | 0.6712 | 0.2021 |
|
| 109 |
+
| 0.2127 | 40.98 | 451 | 0.7557 | 0.1976 |
|
| 110 |
+
| 0.2064 | 41.98 | 462 | 0.5918 | 0.1947 |
|
| 111 |
+
| 0.2147 | 42.98 | 473 | 0.8049 | 0.1962 |
|
| 112 |
+
| 0.193 | 43.98 | 484 | 0.7117 | 0.1976 |
|
| 113 |
+
| 0.2063 | 44.98 | 495 | 0.5544 | 0.1962 |
|
| 114 |
+
| 0.1989 | 45.98 | 506 | 0.5782 | 0.1888 |
|
| 115 |
+
| 0.2193 | 46.98 | 517 | 0.5216 | 0.1947 |
|
| 116 |
+
| 0.2012 | 47.98 | 528 | 0.5269 | 0.1917 |
|
| 117 |
+
| 0.2187 | 48.98 | 539 | 0.4636 | 0.1844 |
|
| 118 |
+
| 0.2128 | 49.98 | 550 | 0.4968 | 0.1888 |
|
| 119 |
+
| 0.2041 | 50.98 | 561 | 0.4784 | 0.1888 |
|
| 120 |
+
| 0.1993 | 51.98 | 572 | 0.5592 | 0.1755 |
|
| 121 |
+
| 0.1981 | 52.98 | 583 | 0.4871 | 0.1785 |
|
| 122 |
+
| 0.1808 | 53.98 | 594 | 0.4771 | 0.1740 |
|
| 123 |
+
| 0.2317 | 54.98 | 605 | 0.5285 | 0.1814 |
|
| 124 |
+
| 0.1906 | 55.98 | 616 | 0.5485 | 0.1844 |
|
| 125 |
+
| 0.1924 | 56.98 | 627 | 0.5615 | 0.1814 |
|
| 126 |
+
| 0.1761 | 57.98 | 638 | 0.4604 | 0.1799 |
|
| 127 |
+
| 0.2047 | 58.98 | 649 | 0.4223 | 0.1829 |
|
| 128 |
+
| 0.1992 | 59.98 | 660 | 0.4706 | 0.1873 |
|
| 129 |
+
| 0.1949 | 60.98 | 671 | 0.4633 | 0.1844 |
|
| 130 |
+
| 0.2034 | 61.98 | 682 | 0.4854 | 0.1814 |
|
| 131 |
+
| 0.2147 | 62.98 | 693 | 0.4489 | 0.1844 |
|
| 132 |
+
| 0.2135 | 63.98 | 704 | 0.4874 | 0.1726 |
|
| 133 |
+
| 0.2021 | 64.98 | 715 | 0.4635 | 0.1814 |
|
| 134 |
+
| 0.1822 | 65.98 | 726 | 0.4813 | 0.1785 |
|
| 135 |
+
| 0.1882 | 66.98 | 737 | 0.5076 | 0.1799 |
|
| 136 |
+
| 0.2014 | 67.98 | 748 | 0.5183 | 0.1888 |
|
| 137 |
+
| 0.1869 | 68.98 | 759 | 0.5035 | 0.1799 |
|
| 138 |
+
| 0.1914 | 69.98 | 770 | 0.4694 | 0.1844 |
|
| 139 |
+
| 0.1972 | 70.98 | 781 | 0.4485 | 0.1844 |
|
| 140 |
+
| 0.1724 | 71.98 | 792 | 0.4579 | 0.1829 |
|
| 141 |
+
| 0.195 | 72.98 | 803 | 0.5178 | 0.1814 |
|
| 142 |
+
| 0.2017 | 73.98 | 814 | 0.4978 | 0.1829 |
|
| 143 |
+
| 0.1874 | 74.98 | 825 | 0.5035 | 0.1873 |
|
| 144 |
+
| 0.1925 | 75.98 | 836 | 0.5495 | 0.1829 |
|
| 145 |
+
| 0.1845 | 76.98 | 847 | 0.5394 | 0.1799 |
|
| 146 |
+
| 0.1718 | 77.98 | 858 | 0.5070 | 0.1711 |
|
| 147 |
+
| 0.1824 | 78.98 | 869 | 0.4912 | 0.1770 |
|
| 148 |
+
| 0.1702 | 79.98 | 880 | 0.4632 | 0.1726 |
|
| 149 |
+
| 0.1563 | 80.98 | 891 | 0.4412 | 0.1726 |
|
| 150 |
+
| 0.1858 | 81.98 | 902 | 0.4635 | 0.1667 |
|
| 151 |
+
| 0.1701 | 82.98 | 913 | 0.4838 | 0.1726 |
|
| 152 |
+
| 0.188 | 83.98 | 924 | 0.4775 | 0.1814 |
|
| 153 |
+
| 0.1789 | 84.98 | 935 | 0.4801 | 0.1740 |
|
| 154 |
+
| 0.2134 | 85.98 | 946 | 0.4542 | 0.1785 |
|
| 155 |
+
| 0.2141 | 86.98 | 957 | 0.4499 | 0.1785 |
|
| 156 |
+
| 0.1599 | 87.98 | 968 | 0.4595 | 0.1770 |
|
| 157 |
+
| 0.1927 | 88.98 | 979 | 0.4772 | 0.1755 |
|
| 158 |
+
| 0.1709 | 89.98 | 990 | 0.4588 | 0.1770 |
|
| 159 |
+
| 0.1588 | 90.98 | 1001 | 0.4607 | 0.1785 |
|
| 160 |
+
| 0.1702 | 91.98 | 1012 | 0.4656 | 0.1829 |
|
| 161 |
+
| 0.1646 | 92.98 | 1023 | 0.4631 | 0.1829 |
|
| 162 |
+
| 0.1867 | 93.98 | 1034 | 0.4758 | 0.1814 |
|
| 163 |
+
| 0.1799 | 94.98 | 1045 | 0.4820 | 0.1755 |
|
| 164 |
+
| 0.1611 | 95.98 | 1056 | 0.4846 | 0.1785 |
|
| 165 |
+
| 0.1685 | 96.98 | 1067 | 0.4816 | 0.1770 |
|
| 166 |
+
| 0.19 | 97.98 | 1078 | 0.4781 | 0.1770 |
|
| 167 |
+
| 0.1953 | 98.98 | 1089 | 0.4767 | 0.1770 |
|
| 168 |
+
| 0.188 | 99.98 | 1100 | 0.4774 | 0.1770 |
|
| 169 |
|
| 170 |
|
| 171 |
### Framework versions
|