saattrupdan commited on
Commit
0f14ad2
·
1 Parent(s): 873828d

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +121 -2
README.md CHANGED
@@ -33,7 +33,126 @@ dataset_info:
33
  num_examples: 54747
34
  download_size: 5358057252
35
  dataset_size: 64093515778.0
 
 
 
 
 
 
 
 
 
36
  ---
37
- # Dataset Card for "nst-da-parquet"
38
 
39
- [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
33
  num_examples: 54747
34
  download_size: 5358057252
35
  dataset_size: 64093515778.0
36
+ size_categories:
37
+ - 100K<n<1M
38
+ license: cc0-1.0
39
+ task_categories:
40
+ - automatic-speech-recognition
41
+ - text-to-speech
42
+ language:
43
+ - da
44
+ pretty_name: NST-da
45
  ---
46
+ # Dataset Card for NST-da
47
 
48
+ ## Dataset Description
49
+
50
+ - **Repository:** <https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-55/>
51
+ - **Point of Contact:** [Dan Saattrup Nielsen](mailto:[email protected])
52
+ - **Size of downloaded dataset files:** 5.36 GB
53
+ - **Size of the generated dataset:** 64.09 GB
54
+ - **Total amount of disk used:** 69.45 GB
55
+
56
+ ### Dataset Summary
57
+
58
+ This dataset is an upload of the [NST Danish ASR Database (16 kHz) – reorganized](https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-55/).
59
+
60
+ The training and test splits are the original ones.
61
+
62
+
63
+ ### Supported Tasks and Leaderboards
64
+
65
+ Training automatic speech recognition is the intended task for this dataset. No leaderboard is active at this point.
66
+
67
+
68
+ ### Languages
69
+
70
+ The dataset is available in Danish (`da`).
71
+
72
+
73
+ ## Dataset Structure
74
+
75
+ ### Data Instances
76
+
77
+ - **Size of downloaded dataset files:** 5.36 GB
78
+ - **Size of the generated dataset:** 64.09 GB
79
+ - **Total amount of disk used:** 69.45 GB
80
+
81
+ An example from the dataset looks as follows.
82
+ ```
83
+ {
84
+ 'audio': {
85
+ 'path': 'dk14x404-05072000-1531_u0008121.wav',
86
+ 'array': array([ 0.00265503, 0.00248718, 0.00253296, ..., -0.00030518,
87
+ -0.00035095, -0.00064087]),
88
+ 'sampling_rate': 16000
89
+ },
90
+ 'text': 'Desuden er der en svømmeprøve, en fremmedsprogstest samt en afsluttende samtale.',
91
+ 'speaker_id': 404,
92
+ 'age': 24,
93
+ 'sex': 'Female',
94
+ 'dialect': 'Storkøbenhavn',
95
+ 'recording_datetime': '2000-07-05T15:31:14'
96
+ }
97
+ ```
98
+
99
+ ### Data Fields
100
+
101
+ The data fields are the same among all splits.
102
+
103
+ - `audio`: an `Audio` feature.
104
+ - `text`: a `string` feature.
105
+ - `speaker_id`: an `int64` feature.
106
+ - `age`: an `int64` feature.
107
+ - `sex`: a `string` feature.
108
+ - `dialect`: a `string` feature.
109
+ - `recording_datetime`: a `string` feature.
110
+
111
+
112
+ ### Dataset Statistics
113
+
114
+ There are 183,205 samples in the training split, and 54,747 samples in the test split.
115
+
116
+ #### Speakers
117
+
118
+ There are 539 unique speakers in the training dataset and 56 unique speakers in the test dataset, where 54 of them are also present in the training set.
119
+
120
+ #### Age Distribution
121
+
122
+ ![nst-da-age-distribution.png](https://cdn-uploads.huggingface.co/production/uploads/60d368a613f774189902f555/iNMmVXXda7LtzgZEHe1eq.png)
123
+
124
+ #### Dialect Distribution
125
+
126
+ ![nst-da-dialect-distribution.png](https://cdn-uploads.huggingface.co/production/uploads/60d368a613f774189902f555/sckW27xYUz8apMwbLebvD.png)
127
+
128
+ #### Sex Distribution
129
+
130
+ ![nst-da-sex-distribution.png](https://cdn-uploads.huggingface.co/production/uploads/60d368a613f774189902f555/8Q7ZunYaLQ3laOc7yQvI8.png)
131
+
132
+ #### Transcription Length Distribution
133
+
134
+ ![nst-da-length-distribution.png](https://cdn-uploads.huggingface.co/production/uploads/60d368a613f774189902f555/W_LA2nydEZuEeK_Z_x2LE.png)
135
+
136
+
137
+ ## Dataset Creation
138
+
139
+ ### Curation Rationale
140
+
141
+ There are not many large-scale ASR datasets in Danish.
142
+
143
+ ### Source Data
144
+
145
+ The data originates from the now bankrupt company Nordisk språkteknologi (NST), whose data was transferred to the National Library of Norway, who subsequently released it into the public domain.
146
+
147
+
148
+ ## Additional Information
149
+
150
+ ### Dataset Curators
151
+
152
+ [Dan Saattrup Nielsen](https://saattrupdan.github.io/) from the [The Alexandra
153
+ Institute](https://alexandra.dk/) reorganised the dataset and uploaded it to the Hugging Face Hub.
154
+
155
+ ### Licensing Information
156
+
157
+ The dataset is licensed under the [CC0
158
+ license](https://creativecommons.org/share-your-work/public-domain/cc0/).