Update README.md
Browse files
README.md
CHANGED
@@ -46,14 +46,21 @@ configs:
|
|
46 |
|
47 |
## Description
|
48 |
|
49 |
-
|
|
|
50 |
|
51 |
## Structure
|
52 |
|
53 |
### Data Split
|
54 |
|
55 |
-
|
56 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
57 |
|
58 |
### Columns
|
59 |
|
@@ -61,23 +68,35 @@ Consolidated from [PeacefulData/HyPoradise-v0](https://huggingface.co/datasets/P
|
|
61 |
- `transcription`: Corrected asr transcription.
|
62 |
- `hypothesis_concatenated`: An alternative version of the text output.
|
63 |
- `source`: The source of the text entry, indicating the origin dataset.
|
|
|
64 |
- `score`: An acoustic model score (not all entries have this).
|
65 |
|
66 |
-
### Source
|
|
|
|
|
67 |
|
68 |
- **Training Sources**:
|
69 |
-
- `
|
70 |
-
- `
|
|
|
|
|
|
|
71 |
- `train_swbd`: 36,539 entries
|
72 |
- `train_chime4`: 9,600 entries
|
73 |
- `train_atis`: 3,964 entries
|
74 |
-
|
75 |
- **Test Sources**:
|
|
|
|
|
|
|
76 |
- `test_swbd`: 2,000 entries
|
77 |
- `test_cv`: 2,000 entries
|
78 |
- `test_chime4`: 1,320 entries
|
79 |
-
- `
|
|
|
80 |
- `test_atis`: 809 entries
|
|
|
|
|
81 |
|
82 |
## Access
|
83 |
|
@@ -90,4 +109,4 @@ dataset = load_dataset("PeacefulData/HyPoradise-pilot")
|
|
90 |
|
91 |
## Acknowledgments
|
92 |
|
93 |
-
|
|
|
46 |
|
47 |
## Description
|
48 |
|
49 |
+
This dataset is a pilot version of a larger dataset for automatic speech recognition (ASR) corrections across multiple domains.
|
50 |
+
It contains paired hypotheses and corrected transcriptions for various ASR tasks consolidated from [PeacefulData/HyPoradise-v0](https://huggingface.co/datasets/PeacefulData/HyPoradise-v0)
|
51 |
|
52 |
## Structure
|
53 |
|
54 |
### Data Split
|
55 |
|
56 |
+
The dataset is divided into training and test splits:
|
57 |
+
|
58 |
+
- Training Data: 281,082 entries
|
59 |
+
- Approximately 6,255,198 tokens for transcriptions
|
60 |
+
- Approximately 31,211,083 tokens for concatenated hypotheses
|
61 |
+
- Test Data: 16,108 entries
|
62 |
+
- Approximately 327,750 tokens for transcriptions
|
63 |
+
- Approximately 1,629,093 tokens for concatenated hypotheses
|
64 |
|
65 |
### Columns
|
66 |
|
|
|
68 |
- `transcription`: Corrected asr transcription.
|
69 |
- `hypothesis_concatenated`: An alternative version of the text output.
|
70 |
- `source`: The source of the text entry, indicating the origin dataset.
|
71 |
+
- `prompt`: Instructional prompt for correction task
|
72 |
- `score`: An acoustic model score (not all entries have this).
|
73 |
|
74 |
+
### Source Datasets
|
75 |
+
|
76 |
+
The dataset combines entries from various sources:
|
77 |
|
78 |
- **Training Sources**:
|
79 |
+
- `train_td3`: 50,000 entries
|
80 |
+
- `train_other_500`: 50,000 entries
|
81 |
+
- `train_cv`: 47,293 entries
|
82 |
+
- `train_lrs2`: 42,940 entries
|
83 |
+
- `train_wsj_score`: 37,514 entries
|
84 |
- `train_swbd`: 36,539 entries
|
85 |
- `train_chime4`: 9,600 entries
|
86 |
- `train_atis`: 3,964 entries
|
87 |
+
- `train_coraal`: 3,232 entries
|
88 |
- **Test Sources**:
|
89 |
+
- `test_ls_other`: 2,939 entries
|
90 |
+
- `test_ls_clean`: 2,620 entries
|
91 |
+
- `test_lrs2`: 2,259 entries
|
92 |
- `test_swbd`: 2,000 entries
|
93 |
- `test_cv`: 2,000 entries
|
94 |
- `test_chime4`: 1,320 entries
|
95 |
+
- `test_td3`: 1,155 entries
|
96 |
+
- `test_wsj_score`: 836 entries
|
97 |
- `test_atis`: 809 entries
|
98 |
+
- `test_coraal`: 170 entries
|
99 |
+
|
100 |
|
101 |
## Access
|
102 |
|
|
|
109 |
|
110 |
## Acknowledgments
|
111 |
|
112 |
+
This dataset is consolidated from the PeacefulData/HyPoradise-v0 dataset. Thanks to the original creators for making this data available.
|