Commit
·
919fb62
1
Parent(s):
f358d34
Update README.md
Browse files
README.md
CHANGED
@@ -2,12 +2,60 @@
|
|
2 |
license: cc-by-nc-4.0
|
3 |
task_categories:
|
4 |
- translation
|
|
|
|
|
5 |
language:
|
6 |
- vi
|
7 |
size_categories:
|
8 |
- 100K<n<1M
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
9 |
---
|
10 |
|
|
|
11 |
The origin dataset from: [PhoST](https://github.com/VinAIResearch/PhoST)
|
12 |
|
13 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2 |
license: cc-by-nc-4.0
|
3 |
task_categories:
|
4 |
- translation
|
5 |
+
source_datasets:
|
6 |
+
- PhoST - VinAI
|
7 |
language:
|
8 |
- vi
|
9 |
size_categories:
|
10 |
- 100K<n<1M
|
11 |
+
pretty_name: Speech to Text Translation Vietnamese
|
12 |
+
dataset_info:
|
13 |
+
features:
|
14 |
+
- name: path
|
15 |
+
dtype: string
|
16 |
+
- name: audio
|
17 |
+
dtype:
|
18 |
+
audio:
|
19 |
+
sampling_rate: 16000
|
20 |
+
- name: sentence
|
21 |
+
dtype: string
|
22 |
+
splits:
|
23 |
+
- name: train
|
24 |
+
num_examples: 294723
|
25 |
+
- name: test
|
26 |
+
num_examples: 1095
|
27 |
---
|
28 |
|
29 |
+
## Dataset Summary
|
30 |
The origin dataset from: [PhoST](https://github.com/VinAIResearch/PhoST)
|
31 |
|
32 |
+
A speech-to-text translation dataset with source audio in English and target sentences in Vietnamese.
|
33 |
+
|
34 |
+
In this STVi dataset, we split the origin audio into 1-15s corresponding to each sentence and spelling correction, normalization word, audio segmentation
|
35 |
+
|
36 |
+
## Data Structure
|
37 |
+
|
38 |
+
```
|
39 |
+
{'path': 'stvi/train/waves/315814.wav', 'audio': {'path': 'stvi/train/waves/315814.wav', 'array': array([-0.0050354 , -0.00296021, -0.00549316, ..., -0.0085144 ,
|
40 |
+
-0.00686646, -0.00018311]), 'sampling_rate': 16000}, 'sentence': 'tôi cảm thấy bẽ mặt và xấu hổ đến mức tôi chạy ngay về nhà với mẹ và trách phạt bà vì để tôi mặc cái áo gớm guốc'}
|
41 |
+
```
|
42 |
+
|
43 |
+
### Data Fields
|
44 |
+
- path: The path to the audio file
|
45 |
+
- audio: A dictionary containing the path to the downloaded audio file, the decoded audio array, and the sampling rate.
|
46 |
+
- sentence: The transcript sentence
|
47 |
+
|
48 |
+
### Data Splits
|
49 |
+
|
50 |
+
The speech material has been subdivided into portions for train and test.
|
51 |
+
|
52 |
+
Speech was recorded in a quiet environment with high quality microphone, speakers were asked to read one sentence at a time.
|
53 |
+
|
54 |
+
| | Train | Test |
|
55 |
+
| ---------------- | ----- | ----- |
|
56 |
+
| Utterances | 294723| 1054 |
|
57 |
+
| Duration | 425.91| 1.616 |
|
58 |
+
|
59 |
+
|
60 |
+
|
61 |
+
|