Hugging Face's logo

jstoone
/
distil-ast-audioset-finetuned-cry

Audio Classification
Transformers
TensorBoard
Safetensors
audio-spectrogram-transformer
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
jstoone commited on
Commit
91a82dc
•
1 Parent(s): 157ff51

End of training

Browse files
Files changed (4) hide show
  1. README.md +13 -13
  2. model.safetensors +1 -1
  3. runs/Nov05_14-31-49_501c447c709e/events.out.tfevents.1699194712.501c447c709e.8788.2 +3 -0
  4. training_args.bin +1 -1
README.md CHANGED
@@ -22,7 +22,7 @@ model-index:
22
  metrics:
23
  - name: Accuracy
24
  type: accuracy
25
- value: 0.9347826086956522
26
  ---
27
 
28
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -32,8 +32,8 @@ should probably proofread and complete it, then remove this comment. -->
32
 
33
  This model is a fine-tuned version of [bookbot/distil-ast-audioset](https://huggingface.co/bookbot/distil-ast-audioset) on the DonateACry dataset.
34
  It achieves the following results on the evaluation set:
35
- - Loss: 0.2731
36
- - Accuracy: 0.9348
37
 
38
  ## Model description
39
 
@@ -66,16 +66,16 @@ The following hyperparameters were used during training:
66
 
67
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
68
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
69
- | 0.424 | 1.0 | 46 | 0.2375 | 0.9565 |
70
- | 0.5755 | 2.0 | 92 | 0.3218 | 0.9565 |
71
- | 0.5466 | 3.0 | 138 | 0.1731 | 0.9565 |
72
- | 0.3545 | 4.0 | 184 | 0.2719 | 0.9348 |
73
- | 0.0759 | 5.0 | 230 | 0.1582 | 0.9348 |
74
- | 0.0178 | 6.0 | 276 | 0.2576 | 0.9130 |
75
- | 0.0032 | 7.0 | 322 | 0.2695 | 0.9348 |
76
- | 0.0014 | 8.0 | 368 | 0.2496 | 0.9348 |
77
- | 0.0005 | 9.0 | 414 | 0.2639 | 0.9348 |
78
- | 0.0004 | 10.0 | 460 | 0.2731 | 0.9348 |
79
 
80
 
81
  ### Framework versions
 
22
  metrics:
23
  - name: Accuracy
24
  type: accuracy
25
+ value: 0.6363636363636364
26
  ---
27
 
28
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
32
 
33
  This model is a fine-tuned version of [bookbot/distil-ast-audioset](https://huggingface.co/bookbot/distil-ast-audioset) on the DonateACry dataset.
34
  It achieves the following results on the evaluation set:
35
+ - Loss: 1.8592
36
+ - Accuracy: 0.6364
37
 
38
  ## Model description
39
 
 
66
 
67
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
68
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
69
+ | 1.9595 | 1.0 | 11 | 1.6120 | 0.0909 |
70
+ | 1.3053 | 2.0 | 22 | 1.3677 | 0.2727 |
71
+ | 0.7604 | 3.0 | 33 | 1.9563 | 0.1818 |
72
+ | 0.4351 | 4.0 | 44 | 1.3875 | 0.5455 |
73
+ | 0.316 | 5.0 | 55 | 1.7235 | 0.5455 |
74
+ | 0.0949 | 6.0 | 66 | 1.5362 | 0.6364 |
75
+ | 0.0355 | 7.0 | 77 | 1.8020 | 0.5455 |
76
+ | 0.0156 | 8.0 | 88 | 1.8320 | 0.6364 |
77
+ | 0.0102 | 9.0 | 99 | 1.9028 | 0.6364 |
78
+ | 0.0061 | 10.0 | 110 | 1.8592 | 0.6364 |
79
 
80
 
81
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2a2d161e21e908a7f06612e95275e6b070f76b3ee3f1d23840321884dabc2935
3
  size 174676564
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:39abdf76a5e691b30de2fa43e1370b5fc68b2b3f003af6d7c9860f7f5cb7a9bb
3
  size 174676564
runs/Nov05_14-31-49_501c447c709e/events.out.tfevents.1699194712.501c447c709e.8788.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:08a7b34341150d72c4277f4958f34cb62a8cd2a21e1744df85c7bbdcf396dd5b
3
+ size 11383
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0f1677aac76d77dda3be46cdbffeb770ed9a24930e828a63b2774e84d3d7436f
3
  size 4600
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9698ddb796af6a2ed6db1ceb980a697877af2196aa428a0a5dc521cf64352f56
3
  size 4600