marinone94
commited on
Commit
•
6d6b33c
1
Parent(s):
124e0f4
add readme only
Browse files
README.md
ADDED
@@ -0,0 +1,125 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
language:
|
3 |
+
- danish
|
4 |
+
- norwegian
|
5 |
+
- swedish
|
6 |
+
license: apache-2.0
|
7 |
+
tags:
|
8 |
+
- whisper-event
|
9 |
+
- generated_from_trainer
|
10 |
+
datasets:
|
11 |
+
- mozilla-foundation/common_voice_11_0
|
12 |
+
- mozilla-foundation/common_voice_11_0
|
13 |
+
- mozilla-foundation/common_voice_11_0
|
14 |
+
- babelbox/babelbox_voice
|
15 |
+
- NbAiLab/NST
|
16 |
+
- NbAiLab/NPSC
|
17 |
+
- google/fleurs
|
18 |
+
- google/fleurs
|
19 |
+
- google/fleurs
|
20 |
+
metrics:
|
21 |
+
- wer
|
22 |
+
model-index:
|
23 |
+
- name: Whisper Tiny Nordic
|
24 |
+
results:
|
25 |
+
- task:
|
26 |
+
name: Automatic Speech Recognition
|
27 |
+
type: automatic-speech-recognition
|
28 |
+
dataset:
|
29 |
+
name: mozilla-foundation/common_voice_11_0 nn-NO
|
30 |
+
type: mozilla-foundation/common_voice_11_0
|
31 |
+
config: null
|
32 |
+
split: None
|
33 |
+
metrics:
|
34 |
+
- name: Wer
|
35 |
+
type: wer
|
36 |
+
value: 87.65957446808511
|
37 |
+
- task:
|
38 |
+
name: Automatic Speech Recognition
|
39 |
+
type: automatic-speech-recognition
|
40 |
+
dataset:
|
41 |
+
name: babelbox/babelbox_voice nst
|
42 |
+
type: babelbox/babelbox_voice
|
43 |
+
metrics:
|
44 |
+
- name: Wer
|
45 |
+
type: wer
|
46 |
+
value: 87.65957446808511
|
47 |
+
- task:
|
48 |
+
name: Automatic Speech Recognition
|
49 |
+
type: automatic-speech-recognition
|
50 |
+
dataset:
|
51 |
+
name: NbAiLab/NST no-distant
|
52 |
+
type: NbAiLab/NST
|
53 |
+
metrics:
|
54 |
+
- name: Wer
|
55 |
+
type: wer
|
56 |
+
value: 87.65957446808511
|
57 |
+
- task:
|
58 |
+
name: Automatic Speech Recognition
|
59 |
+
type: automatic-speech-recognition
|
60 |
+
dataset:
|
61 |
+
name: NbAiLab/NPSC 16K_mp3_nynorsk
|
62 |
+
type: NbAiLab/NPSC
|
63 |
+
metrics:
|
64 |
+
- name: Wer
|
65 |
+
type: wer
|
66 |
+
value: 87.65957446808511
|
67 |
+
- task:
|
68 |
+
name: Automatic Speech Recognition
|
69 |
+
type: automatic-speech-recognition
|
70 |
+
dataset:
|
71 |
+
name: google/fleurs nb_no
|
72 |
+
type: google/fleurs
|
73 |
+
metrics:
|
74 |
+
- name: Wer
|
75 |
+
type: wer
|
76 |
+
value: 87.65957446808511
|
77 |
+
---
|
78 |
+
|
79 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
80 |
+
should probably proofread and complete it, then remove this comment. -->
|
81 |
+
|
82 |
+
# Whisper Tiny Nordic
|
83 |
+
|
84 |
+
This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the mozilla-foundation/common_voice_11_0 sv-SE, the mozilla-foundation/common_voice_11_0 da, the mozilla-foundation/common_voice_11_0 nn-NO, the babelbox/babelbox_voice nst, the NbAiLab/NST no-distant, the NbAiLab/NPSC 16K_mp3_nynorsk, the google/fleurs sv_se, the google/fleurs da_dk and the google/fleurs nb_no datasets.
|
85 |
+
It achieves the following results on the evaluation set:
|
86 |
+
- Loss: 5.1226
|
87 |
+
- Wer: 87.6596
|
88 |
+
|
89 |
+
## Model description
|
90 |
+
|
91 |
+
More information needed
|
92 |
+
|
93 |
+
## Intended uses & limitations
|
94 |
+
|
95 |
+
More information needed
|
96 |
+
|
97 |
+
## Training and evaluation data
|
98 |
+
|
99 |
+
More information needed
|
100 |
+
|
101 |
+
## Training procedure
|
102 |
+
|
103 |
+
### Training hyperparameters
|
104 |
+
|
105 |
+
The following hyperparameters were used during training:
|
106 |
+
- learning_rate: 1e-05
|
107 |
+
- train_batch_size: 1
|
108 |
+
- eval_batch_size: 1
|
109 |
+
- seed: 42
|
110 |
+
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
111 |
+
- lr_scheduler_type: linear
|
112 |
+
- lr_scheduler_warmup_steps: 500
|
113 |
+
- training_steps: 1
|
114 |
+
- mixed_precision_training: Native AMP
|
115 |
+
|
116 |
+
### Training results
|
117 |
+
|
118 |
+
|
119 |
+
|
120 |
+
### Framework versions
|
121 |
+
|
122 |
+
- Transformers 4.26.0.dev0
|
123 |
+
- Pytorch 1.13.1+cu117
|
124 |
+
- Datasets 2.7.1.dev0
|
125 |
+
- Tokenizers 0.13.2
|