Datasets:
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,38 +1,67 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: cc-by-4.0
|
| 3 |
-
|
| 4 |
-
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
- split:
|
| 11 |
-
path: data/
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
- name:
|
| 19 |
-
dtype:
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
- name:
|
| 23 |
-
dtype: string
|
| 24 |
-
- name:
|
| 25 |
-
dtype:
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
|
| 38 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: cc-by-4.0
|
| 3 |
+
language:
|
| 4 |
+
- th
|
| 5 |
+
tags:
|
| 6 |
+
- speech-recognition
|
| 7 |
+
configs:
|
| 8 |
+
- config_name: default
|
| 9 |
+
data_files:
|
| 10 |
+
- split: train
|
| 11 |
+
path: data/train-*
|
| 12 |
+
- split: validation
|
| 13 |
+
path: data/validation-*
|
| 14 |
+
- split: test
|
| 15 |
+
path: data/test-*
|
| 16 |
+
dataset_info:
|
| 17 |
+
features:
|
| 18 |
+
- name: audio
|
| 19 |
+
dtype:
|
| 20 |
+
audio:
|
| 21 |
+
sampling_rate: 16000
|
| 22 |
+
- name: sentence
|
| 23 |
+
dtype: string
|
| 24 |
+
- name: speaker_id
|
| 25 |
+
dtype: string
|
| 26 |
+
- name: mic
|
| 27 |
+
dtype: string
|
| 28 |
+
- name: duration
|
| 29 |
+
dtype: float64
|
| 30 |
+
splits:
|
| 31 |
+
- name: train
|
| 32 |
+
num_bytes: 8212128894.78
|
| 33 |
+
num_examples: 120245
|
| 34 |
+
- name: validation
|
| 35 |
+
num_bytes: 1296622162.01
|
| 36 |
+
num_examples: 13090
|
| 37 |
+
- name: test
|
| 38 |
+
num_bytes: 1623791447.32
|
| 39 |
+
num_examples: 27580
|
| 40 |
+
download_size: 13180737222
|
| 41 |
+
dataset_size: 11132542504.109999
|
| 42 |
+
---
|
| 43 |
+
|
| 44 |
+
# LOTUSDIS
|
| 45 |
+
|
| 46 |
+
## Dataset Description
|
| 47 |
+
|
| 48 |
+
## How to use
|
| 49 |
+
|
| 50 |
+
You can easily load the dataset using the 🤗 `datasets` library. The dataset can be downloaded and prepared with a single command:
|
| 51 |
+
```python
|
| 52 |
+
from datasets import load_dataset
|
| 53 |
+
lotus_dis = load_dataset("pattaraearth/LOTUSDIS", split="train")
|
| 54 |
+
```
|
| 55 |
+
|
| 56 |
+
To iterate through the dataset without downloading it entirely, you can use streaming mode:
|
| 57 |
+
```python
|
| 58 |
+
from datasets import load_dataset
|
| 59 |
+
lotus_dis = load_dataset("pattaraearth/LOTUSDIS", split="train", streaming=True)
|
| 60 |
+
print(next(iter(lotus_dis)))
|
| 61 |
+
```
|
| 62 |
+
|
| 63 |
+
Learn more about how to load and prepare audio datasets in the [Hugging Face Audio Datasets tutorial](https://huggingface.co/blog/audio-datasets).
|
| 64 |
+
|
| 65 |
+
Full meeting session resources:
|
| 66 |
+
- Audio files: [Download here](https://drive.google.com/file/d/1ofw99Y5W1p8f1DSaIbJkS0xWtuTI2Hrc/view)
|
| 67 |
+
- Annotation files (TextGrid): [Download here](https://drive.google.com/file/d/14fMv_X_8sGDPGbnU-hpJ85Mug43AHlgO/view)
|