File size: 1,762 Bytes
def660b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
---
license: apache-2.0
tags:
- generated_from_keras_callback
model-index:
- name: whisper_0005
  results: []
---

<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->

# whisper_0005

This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 2.7510
- Train Accuracy: 0.0198
- Validation Loss: 2.0157
- Validation Accuracy: 0.0241
- Epoch: 4

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 1e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32

### Training results

| Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
|:----------:|:--------------:|:---------------:|:-------------------:|:-----:|
| 5.0856     | 0.0116         | 4.4440          | 0.0123              | 0     |
| 4.3149     | 0.0131         | 4.0521          | 0.0142              | 1     |
| 3.9260     | 0.0146         | 3.7264          | 0.0153              | 2     |
| 3.5418     | 0.0160         | 3.3026          | 0.0174              | 3     |
| 2.7510     | 0.0198         | 2.0157          | 0.0241              | 4     |


### Framework versions

- Transformers 4.25.0.dev0
- TensorFlow 2.9.2
- Tokenizers 0.13.2