Kavya Manohar
commited on
Commit
·
fef0c48
1
Parent(s):
21fe2d4
End of training
Browse files- README.md +18 -45
- generation_config.json +17 -69
- pytorch_model.bin +2 -2
- training_args.bin +1 -1
README.md
CHANGED
@@ -1,40 +1,23 @@
|
|
1 |
---
|
2 |
language:
|
3 |
- ml
|
4 |
-
license:
|
|
|
5 |
tags:
|
6 |
-
- whisper-event
|
7 |
-
- hf-asr-leaderboard
|
8 |
- generated_from_trainer
|
9 |
datasets:
|
10 |
-
- mozilla-foundation/
|
11 |
-
metrics:
|
12 |
-
- wer
|
13 |
-
base_model: openai/whisper-small
|
14 |
model-index:
|
15 |
-
- name:
|
16 |
-
results:
|
17 |
-
- task:
|
18 |
-
type: automatic-speech-recognition
|
19 |
-
name: Automatic Speech Recognition
|
20 |
-
dataset:
|
21 |
-
name: mozilla-foundation/common_voice_11_0
|
22 |
-
type: mozilla-foundation/common_voice_11_0
|
23 |
-
config: ml
|
24 |
-
split: test
|
25 |
-
metrics:
|
26 |
-
- type: wer
|
27 |
-
value: 84.36781609195401
|
28 |
-
name: Wer
|
29 |
---
|
30 |
|
31 |
-
|
|
|
32 |
|
33 |
-
|
34 |
-
It achieves the following results on the evaluation set:
|
35 |
|
36 |
-
|
37 |
-
Wer: 84.3678
|
38 |
|
39 |
## Model description
|
40 |
|
@@ -54,27 +37,17 @@ More information needed
|
|
54 |
|
55 |
The following hyperparameters were used during training:
|
56 |
- learning_rate: 1e-05
|
57 |
-
- train_batch_size:
|
58 |
-
- eval_batch_size:
|
59 |
- seed: 42
|
60 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
61 |
-
- lr_scheduler_type:
|
62 |
-
- lr_scheduler_warmup_steps:
|
63 |
-
- training_steps:
|
64 |
-
- mixed_precision_training: Native AMP
|
65 |
-
|
66 |
-
### Training results
|
67 |
-
|
68 |
-
27.78 1000
|
69 |
-
|
70 |
-
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
71 |
-
|:-------------:|:-----:|:----:|:---------------:|:-------:|
|
72 |
-
| 0.0003 | 27.78 | 1000 | 0.5664 | 84.3678 |
|
73 |
-
|
74 |
|
75 |
### Framework versions
|
76 |
|
77 |
-
- Transformers 4.
|
78 |
-
- Pytorch
|
79 |
-
- Datasets 2.
|
80 |
-
- Tokenizers 0.13.
|
|
|
1 |
---
|
2 |
language:
|
3 |
- ml
|
4 |
+
license: apache-2.0
|
5 |
+
base_model: openai/whisper-small
|
6 |
tags:
|
|
|
|
|
7 |
- generated_from_trainer
|
8 |
datasets:
|
9 |
+
- mozilla-foundation/common_voice_13_0
|
|
|
|
|
|
|
10 |
model-index:
|
11 |
+
- name: Whisper Small Malayalam - Kavya Manohar
|
12 |
+
results: []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
13 |
---
|
14 |
|
15 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
16 |
+
should probably proofread and complete it, then remove this comment. -->
|
17 |
|
18 |
+
# Whisper Small Malayalam - Kavya Manohar
|
|
|
19 |
|
20 |
+
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 13 dataset.
|
|
|
21 |
|
22 |
## Model description
|
23 |
|
|
|
37 |
|
38 |
The following hyperparameters were used during training:
|
39 |
- learning_rate: 1e-05
|
40 |
+
- train_batch_size: 16
|
41 |
+
- eval_batch_size: 16
|
42 |
- seed: 42
|
43 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
44 |
+
- lr_scheduler_type: constant_with_warmup
|
45 |
+
- lr_scheduler_warmup_steps: 50
|
46 |
+
- training_steps: 500
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
47 |
|
48 |
### Framework versions
|
49 |
|
50 |
+
- Transformers 4.33.3
|
51 |
+
- Pytorch 2.0.1+cu118
|
52 |
+
- Datasets 2.14.5
|
53 |
+
- Tokenizers 0.13.3
|
generation_config.json
CHANGED
@@ -1,96 +1,44 @@
|
|
1 |
{
|
2 |
"alignment_heads": [
|
3 |
[
|
4 |
-
|
5 |
-
12
|
6 |
-
],
|
7 |
-
[
|
8 |
-
13,
|
9 |
-
17
|
10 |
-
],
|
11 |
-
[
|
12 |
-
16,
|
13 |
-
11
|
14 |
-
],
|
15 |
-
[
|
16 |
-
16,
|
17 |
-
12
|
18 |
-
],
|
19 |
-
[
|
20 |
-
16,
|
21 |
-
13
|
22 |
-
],
|
23 |
-
[
|
24 |
-
17,
|
25 |
-
15
|
26 |
-
],
|
27 |
-
[
|
28 |
-
17,
|
29 |
-
16
|
30 |
-
],
|
31 |
-
[
|
32 |
-
18,
|
33 |
-
4
|
34 |
-
],
|
35 |
-
[
|
36 |
-
18,
|
37 |
-
11
|
38 |
-
],
|
39 |
-
[
|
40 |
-
18,
|
41 |
-
19
|
42 |
-
],
|
43 |
-
[
|
44 |
-
19,
|
45 |
-
11
|
46 |
-
],
|
47 |
-
[
|
48 |
-
21,
|
49 |
-
2
|
50 |
-
],
|
51 |
-
[
|
52 |
-
21,
|
53 |
-
3
|
54 |
-
],
|
55 |
-
[
|
56 |
-
22,
|
57 |
3
|
58 |
],
|
59 |
[
|
60 |
-
|
61 |
9
|
62 |
],
|
63 |
[
|
64 |
-
|
65 |
-
|
66 |
],
|
67 |
[
|
68 |
-
|
69 |
-
|
70 |
],
|
71 |
[
|
72 |
-
|
73 |
7
|
74 |
],
|
75 |
[
|
76 |
-
|
77 |
-
|
78 |
],
|
79 |
[
|
80 |
-
|
81 |
-
|
82 |
],
|
83 |
[
|
84 |
-
|
85 |
-
|
86 |
],
|
87 |
[
|
88 |
-
|
89 |
-
|
90 |
],
|
91 |
[
|
92 |
-
|
93 |
-
|
94 |
]
|
95 |
],
|
96 |
"begin_suppress_tokens": [
|
|
|
1 |
{
|
2 |
"alignment_heads": [
|
3 |
[
|
4 |
+
5,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
5 |
3
|
6 |
],
|
7 |
[
|
8 |
+
5,
|
9 |
9
|
10 |
],
|
11 |
[
|
12 |
+
8,
|
13 |
+
0
|
14 |
],
|
15 |
[
|
16 |
+
8,
|
17 |
+
4
|
18 |
],
|
19 |
[
|
20 |
+
8,
|
21 |
7
|
22 |
],
|
23 |
[
|
24 |
+
8,
|
25 |
+
8
|
26 |
],
|
27 |
[
|
28 |
+
9,
|
29 |
+
0
|
30 |
],
|
31 |
[
|
32 |
+
9,
|
33 |
+
7
|
34 |
],
|
35 |
[
|
36 |
+
9,
|
37 |
+
9
|
38 |
],
|
39 |
[
|
40 |
+
10,
|
41 |
+
5
|
42 |
]
|
43 |
],
|
44 |
"begin_suppress_tokens": [
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:55b01a43f8ad46754c18f9ec9fe2e066ef91975863b135699b07edbb0c0cff28
|
3 |
+
size 967096009
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4219
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1e76e435e8d0911d081c337a92be220eb31366515caedec24857a54154ab14c7
|
3 |
size 4219
|