Hugging Face's logo

SimoneChieppa
/
Musical-genres-Classification-Hubert-V1-finetuned-gtzan_5sec

Audio Classification
Transformers
PyTorch
hubert
Generated from Trainer
Inference Endpoints
Model card Files Community
1
SimoneChieppa commited on
Commit
cc60843
•
1 Parent(s): 776dc9d

SimoneChieppa/Musical-genres-Classification-Hubert-V1-finetuned-gtzan_5sec

Browse files
Files changed (2) hide show
  1. README.md +12 -12
  2. pytorch_model.bin +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
17
 
18
  This model is a fine-tuned version of [SeyedAli/Musical-genres-Classification-Hubert-V1](https://huggingface.co/SeyedAli/Musical-genres-Classification-Hubert-V1) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
- - Loss: 0.6917
21
- - Accuracy: 0.8891
22
 
23
  ## Model description
24
 
@@ -50,16 +50,16 @@ The following hyperparameters were used during training:
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
- | 0.6859 | 1.0 | 525 | 0.6151 | 0.7998 |
54
- | 0.4314 | 2.0 | 1050 | 0.6598 | 0.7957 |
55
- | 0.2708 | 3.0 | 1575 | 0.5466 | 0.8499 |
56
- | 0.3121 | 4.0 | 2100 | 0.6376 | 0.8532 |
57
- | 0.0027 | 5.0 | 2625 | 0.7428 | 0.8590 |
58
- | 0.0036 | 6.0 | 3150 | 0.7249 | 0.8716 |
59
- | 0.0007 | 7.0 | 3675 | 0.7227 | 0.8791 |
60
- | 0.0001 | 8.0 | 4200 | 0.6902 | 0.8857 |
61
- | 0.0001 | 9.0 | 4725 | 0.6917 | 0.8891 |
62
- | 0.0001 | 10.0 | 5250 | 0.6950 | 0.8866 |
63
 
64
 
65
  ### Framework versions
 
17
 
18
  This model is a fine-tuned version of [SeyedAli/Musical-genres-Classification-Hubert-V1](https://huggingface.co/SeyedAli/Musical-genres-Classification-Hubert-V1) on the None dataset.
19
  It achieves the following results on the evaluation set:
20
+ - Loss: 0.4037
21
+ - Accuracy: 0.9433
22
 
23
  ## Model description
24
 
 
50
 
51
  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
52
  |:-------------:|:-----:|:----:|:---------------:|:--------:|
53
+ | 0.4009 | 1.0 | 300 | 0.5050 | 0.8533 |
54
+ | 0.6049 | 2.0 | 600 | 0.3617 | 0.8867 |
55
+ | 0.1173 | 3.0 | 900 | 0.3947 | 0.9167 |
56
+ | 0.0613 | 4.0 | 1200 | 0.4008 | 0.92 |
57
+ | 0.0016 | 5.0 | 1500 | 0.4197 | 0.9133 |
58
+ | 0.055 | 6.0 | 1800 | 0.4103 | 0.92 |
59
+ | 0.0009 | 7.0 | 2100 | 0.4468 | 0.93 |
60
+ | 0.0003 | 8.0 | 2400 | 0.3962 | 0.95 |
61
+ | 0.0003 | 9.0 | 2700 | 0.4085 | 0.9467 |
62
+ | 0.0002 | 10.0 | 3000 | 0.4037 | 0.9433 |
63
 
64
 
65
  ### Framework versions
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:757ad8760c188157606a2c9f93d1776ad4101493e45e63f029b3989cd51ba083
3
  size 94783885
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a9580ae246654959956f19da8547d69cdb292c61affe1dea24f7c9cdb2cc9d2c
3
  size 94783885