marinone94
commited on
Commit
•
074846f
1
Parent(s):
70717e9
update model card README.md
Browse files
README.md
CHANGED
@@ -1,6 +1,7 @@
|
|
1 |
---
|
2 |
language:
|
3 |
-
-
|
|
|
4 |
tags:
|
5 |
- automatic-speech-recognition
|
6 |
- mozilla-foundation/common_voice_7_0
|
@@ -17,10 +18,10 @@ should probably proofread and complete it, then remove this comment. -->
|
|
17 |
|
18 |
#
|
19 |
|
20 |
-
This model is a fine-tuned version of [
|
21 |
It achieves the following results on the evaluation set:
|
22 |
-
- Loss:
|
23 |
-
- Wer:
|
24 |
|
25 |
## Model description
|
26 |
|
@@ -39,17 +40,25 @@ More information needed
|
|
39 |
### Training hyperparameters
|
40 |
|
41 |
The following hyperparameters were used during training:
|
42 |
-
- learning_rate:
|
43 |
-
- train_batch_size:
|
44 |
- eval_batch_size: 8
|
45 |
- seed: 42
|
|
|
|
|
46 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
47 |
- lr_scheduler_type: linear
|
48 |
-
-
|
|
|
49 |
- mixed_precision_training: Native AMP
|
50 |
|
51 |
### Training results
|
52 |
|
|
|
|
|
|
|
|
|
|
|
53 |
|
54 |
|
55 |
### Framework versions
|
|
|
1 |
---
|
2 |
language:
|
3 |
+
- sv-SE
|
4 |
+
license: apache-2.0
|
5 |
tags:
|
6 |
- automatic-speech-recognition
|
7 |
- mozilla-foundation/common_voice_7_0
|
|
|
18 |
|
19 |
#
|
20 |
|
21 |
+
This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the MOZILLA-FOUNDATION/COMMON_VOICE_7_0 - SV-SE dataset.
|
22 |
It achieves the following results on the evaluation set:
|
23 |
+
- Loss: 1.5563
|
24 |
+
- Wer: 0.9487
|
25 |
|
26 |
## Model description
|
27 |
|
|
|
40 |
### Training hyperparameters
|
41 |
|
42 |
The following hyperparameters were used during training:
|
43 |
+
- learning_rate: 7.5e-05
|
44 |
+
- train_batch_size: 8
|
45 |
- eval_batch_size: 8
|
46 |
- seed: 42
|
47 |
+
- gradient_accumulation_steps: 4
|
48 |
+
- total_train_batch_size: 32
|
49 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
50 |
- lr_scheduler_type: linear
|
51 |
+
- lr_scheduler_warmup_steps: 20
|
52 |
+
- num_epochs: 5.0
|
53 |
- mixed_precision_training: Native AMP
|
54 |
|
55 |
### Training results
|
56 |
|
57 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
58 |
+
|:-------------:|:-----:|:----:|:---------------:|:------:|
|
59 |
+
| 2.9069 | 1.45 | 500 | 2.9047 | 1.0 |
|
60 |
+
| 2.5875 | 2.91 | 1000 | 2.4159 | 1.1997 |
|
61 |
+
| 2.2043 | 4.36 | 1500 | 1.6192 | 0.9598 |
|
62 |
|
63 |
|
64 |
### Framework versions
|