End of training
Browse files- README.md +9 -16
- model.safetensors +1 -1
- training_args.bin +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-lv-60-espeak-cv-ft
|
6 |
metrics:
|
7 |
- wer
|
8 |
model-index:
|
@@ -17,9 +17,9 @@ should probably proofread and complete it, then remove this comment. -->
|
|
17 |
|
18 |
This model is a fine-tuned version of [facebook/wav2vec2-lv-60-espeak-cv-ft](https://huggingface.co/facebook/wav2vec2-lv-60-espeak-cv-ft) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
-
- Loss:
|
21 |
-
- Wer: 0.
|
22 |
-
- Cer: 0.
|
23 |
|
24 |
## Model description
|
25 |
|
@@ -47,7 +47,7 @@ The following hyperparameters were used during training:
|
|
47 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
48 |
- lr_scheduler_type: linear
|
49 |
- lr_scheduler_warmup_steps: 1000
|
50 |
-
- num_epochs:
|
51 |
- mixed_precision_training: Native AMP
|
52 |
|
53 |
### Training results
|
@@ -56,17 +56,10 @@ The following hyperparameters were used during training:
|
|
56 |
|:-------------:|:-------:|:----:|:---------------:|:------:|:------:|
|
57 |
| 2.7571 | 2.2805 | 500 | 3.4129 | 0.4619 | 0.3238 |
|
58 |
| 2.0486 | 4.5610 | 1000 | 1.9384 | 0.3985 | 0.2789 |
|
59 |
-
| 1.
|
60 |
-
| 1.
|
61 |
-
| 1.
|
62 |
-
| 1.
|
63 |
-
| 1.2301 | 15.9635 | 3500 | 2.4076 | 0.2897 | 0.2069 |
|
64 |
-
| 1.2181 | 18.2440 | 4000 | 3.1662 | 0.2937 | 0.2121 |
|
65 |
-
| 1.0868 | 20.5245 | 4500 | 2.2379 | 0.2838 | 0.2082 |
|
66 |
-
| 1.0507 | 22.8050 | 5000 | 3.1093 | 0.2860 | 0.2128 |
|
67 |
-
| 1.0224 | 25.0855 | 5500 | 2.1117 | 0.2793 | 0.2110 |
|
68 |
-
| 0.9177 | 27.3660 | 6000 | 2.1901 | 0.2800 | 0.2106 |
|
69 |
-
| 0.9588 | 29.6465 | 6500 | 2.3249 | 0.2783 | 0.2083 |
|
70 |
|
71 |
|
72 |
### Framework versions
|
|
|
1 |
---
|
2 |
license: apache-2.0
|
3 |
+
base_model: facebook/wav2vec2-lv-60-espeak-cv-ft
|
4 |
tags:
|
5 |
- generated_from_trainer
|
|
|
6 |
metrics:
|
7 |
- wer
|
8 |
model-index:
|
|
|
17 |
|
18 |
This model is a fine-tuned version of [facebook/wav2vec2-lv-60-espeak-cv-ft](https://huggingface.co/facebook/wav2vec2-lv-60-espeak-cv-ft) on an unknown dataset.
|
19 |
It achieves the following results on the evaluation set:
|
20 |
+
- Loss: 1.7640
|
21 |
+
- Wer: 0.3064
|
22 |
+
- Cer: 0.2173
|
23 |
|
24 |
## Model description
|
25 |
|
|
|
47 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
48 |
- lr_scheduler_type: linear
|
49 |
- lr_scheduler_warmup_steps: 1000
|
50 |
+
- num_epochs: 14
|
51 |
- mixed_precision_training: Native AMP
|
52 |
|
53 |
### Training results
|
|
|
56 |
|:-------------:|:-------:|:----:|:---------------:|:------:|:------:|
|
57 |
| 2.7571 | 2.2805 | 500 | 3.4129 | 0.4619 | 0.3238 |
|
58 |
| 2.0486 | 4.5610 | 1000 | 1.9384 | 0.3985 | 0.2789 |
|
59 |
+
| 1.7859 | 6.8415 | 1500 | 2.9810 | 0.3588 | 0.2583 |
|
60 |
+
| 1.505 | 9.1220 | 2000 | 2.2573 | 0.3257 | 0.2305 |
|
61 |
+
| 1.3879 | 11.4025 | 2500 | 1.7517 | 0.3109 | 0.2206 |
|
62 |
+
| 1.3334 | 13.6830 | 3000 | 1.7640 | 0.3064 | 0.2173 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
63 |
|
64 |
|
65 |
### Framework versions
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1263414696
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:193243838675b23b07a01d8082e1e14264bb8304a3768af3ac2a54d495ae8375
|
3 |
size 1263414696
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 5048
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b14326695f147bc4f6d9b452396fbeaf7cf8ffee003740f10b82ab91ab0af382
|
3 |
size 5048
|