Update README.md
Browse files
README.md
CHANGED
@@ -11,12 +11,13 @@ model-index:
|
|
11 |
results: []
|
12 |
---
|
13 |
|
14 |
-
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
15 |
-
should probably proofread and complete it, then remove this comment. -->
|
16 |
|
17 |
# Whisper Small Sl - samolego
|
18 |
|
19 |
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the ASR database [ARTUR 1.0 (audio) dataset](https://www.clarin.si/repository/xmlui/handle/11356/1776#).
|
|
|
|
|
|
|
20 |
|
21 |
## Model description
|
22 |
|
@@ -46,6 +47,21 @@ The following hyperparameters were used during training:
|
|
46 |
- lr_scheduler_type: linear
|
47 |
- num_epochs: 3.0
|
48 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
49 |
### Framework versions
|
50 |
|
51 |
- Transformers 4.39.0.dev0
|
|
|
11 |
results: []
|
12 |
---
|
13 |
|
|
|
|
|
14 |
|
15 |
# Whisper Small Sl - samolego
|
16 |
|
17 |
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the ASR database [ARTUR 1.0 (audio) dataset](https://www.clarin.si/repository/xmlui/handle/11356/1776#).
|
18 |
+
It achieves the following results on the evaluation set:
|
19 |
+
- Loss: 0.1226
|
20 |
+
- Wer: 11.0097
|
21 |
|
22 |
## Model description
|
23 |
|
|
|
47 |
- lr_scheduler_type: linear
|
48 |
- num_epochs: 3.0
|
49 |
|
50 |
+
|
51 |
+
### Training results
|
52 |
+
|
53 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
54 |
+
|:-------------:|:-----:|:----:|:---------------:|:-------:|
|
55 |
+
| 0.2778 | 0.07 | 500 | 0.2748 | 23.0421 |
|
56 |
+
| 0.2009 | 0.14 | 1000 | 0.1972 | 17.3073 |
|
57 |
+
| 0.1643 | 0.21 | 1500 | 0.1658 | 14.5195 |
|
58 |
+
| 0.1569 | 0.28 | 2000 | 0.1495 | 13.1550 |
|
59 |
+
| 0.1344 | 0.36 | 2500 | 0.1380 | 12.2945 |
|
60 |
+
| 0.1295 | 0.43 | 3000 | 0.1302 | 11.6237 |
|
61 |
+
| 0.1239 | 0.5 | 3500 | 0.1249 | 11.2128 |
|
62 |
+
| 0.1178 | 0.57 | 4000 | 0.1226 | 11.0097 |
|
63 |
+
|
64 |
+
|
65 |
### Framework versions
|
66 |
|
67 |
- Transformers 4.39.0.dev0
|