Hugging Face's logo

EzraWilliam
/
wav2vec2-xlsr-53-CV-demo-google-colab-Ezra_William_Prod13

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
wav2vec2
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
EzraWilliam commited on
Commit
32245d5
•
1 Parent(s): bb9a305

End of training

Browse files
Files changed (2) hide show
  1. README.md +17 -17
  2. model.safetensors +1 -1
README.md CHANGED
@@ -1,8 +1,8 @@
1
  ---
2
  license: apache-2.0
 
3
  tags:
4
  - generated_from_trainer
5
- base_model: facebook/wav2vec2-large-xlsr-53
6
  datasets:
7
  - common_voice_13_0
8
  metrics:
@@ -11,8 +11,8 @@ model-index:
11
  - name: wav2vec2-xlsr-53-CV-demo-google-colab-Ezra_William_Prod13
12
  results:
13
  - task:
14
- type: automatic-speech-recognition
15
  name: Automatic Speech Recognition
 
16
  dataset:
17
  name: common_voice_13_0
18
  type: common_voice_13_0
@@ -20,9 +20,9 @@ model-index:
20
  split: test
21
  args: id
22
  metrics:
23
- - type: wer
24
- value: 0.5021202064896755
25
- name: Wer
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 [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the common_voice_13_0 dataset.
34
  It achieves the following results on the evaluation set:
35
- - Loss: 0.5021
36
- - Wer: 0.5021
37
 
38
  ## Model description
39
 
@@ -65,16 +65,16 @@ The following hyperparameters were used during training:
65
 
66
  | Training Loss | Epoch | Step | Validation Loss | Wer |
67
  |:-------------:|:-----:|:----:|:---------------:|:------:|
68
- | 4.9125 | 0.9 | 500 | 2.9530 | 1.0 |
69
- | 2.9145 | 1.8 | 1000 | 2.8763 | 1.0 |
70
- | 2.7636 | 2.7 | 1500 | 2.1172 | 1.0 |
71
- | 1.6023 | 3.6 | 2000 | 0.8278 | 0.7302 |
72
- | 1.0405 | 4.5 | 2500 | 0.6488 | 0.6256 |
73
- | 0.8858 | 5.4 | 3000 | 0.5819 | 0.5666 |
74
- | 0.8119 | 6.29 | 3500 | 0.5431 | 0.5321 |
75
- | 0.7547 | 7.19 | 4000 | 0.5203 | 0.5145 |
76
- | 0.713 | 8.09 | 4500 | 0.5039 | 0.5037 |
77
- | 0.712 | 8.99 | 5000 | 0.5021 | 0.5021 |
78
 
79
 
80
  ### Framework versions
 
1
  ---
2
  license: apache-2.0
3
+ base_model: facebook/wav2vec2-large-xlsr-53
4
  tags:
5
  - generated_from_trainer
 
6
  datasets:
7
  - common_voice_13_0
8
  metrics:
 
11
  - name: wav2vec2-xlsr-53-CV-demo-google-colab-Ezra_William_Prod13
12
  results:
13
  - task:
 
14
  name: Automatic Speech Recognition
15
+ type: automatic-speech-recognition
16
  dataset:
17
  name: common_voice_13_0
18
  type: common_voice_13_0
 
20
  split: test
21
  args: id
22
  metrics:
23
+ - name: Wer
24
+ type: wer
25
+ value: 0.5518989675516224
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 [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the common_voice_13_0 dataset.
34
  It achieves the following results on the evaluation set:
35
+ - Loss: 0.5399
36
+ - Wer: 0.5519
37
 
38
  ## Model description
39
 
 
65
 
66
  | Training Loss | Epoch | Step | Validation Loss | Wer |
67
  |:-------------:|:-----:|:----:|:---------------:|:------:|
68
+ | 4.7217 | 0.9 | 500 | 2.9517 | 1.0 |
69
+ | 2.9149 | 1.8 | 1000 | 2.8778 | 1.0 |
70
+ | 2.851 | 2.7 | 1500 | 2.6437 | 1.0 |
71
+ | 2.0653 | 3.6 | 2000 | 1.0367 | 0.8727 |
72
+ | 1.1893 | 4.5 | 2500 | 0.7226 | 0.7006 |
73
+ | 0.9685 | 5.4 | 3000 | 0.6301 | 0.6358 |
74
+ | 0.8742 | 6.29 | 3500 | 0.5778 | 0.5890 |
75
+ | 0.8076 | 7.19 | 4000 | 0.5576 | 0.5696 |
76
+ | 0.7624 | 8.09 | 4500 | 0.5412 | 0.5525 |
77
+ | 0.7604 | 8.99 | 5000 | 0.5399 | 0.5519 |
78
 
79
 
80
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:065b0a137fe9357d8ca8a5e8b645c4c9976b5b7723ac3ed01cc9118bac30da05
3
  size 1261991980
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ad94635ecfdc32bc2013388defcdd3ff975d540cbde21fd986ba77ac0c151787
3
  size 1261991980