| --- |
| license: mit |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| - split: validation |
| path: data/validation-* |
| dataset_info: |
| features: |
| - name: file_name |
| dtype: string |
| - name: uni |
| dtype: string |
| - name: wylie |
| dtype: string |
| - name: url |
| dtype: string |
| - name: dept |
| dtype: string |
| - name: grade |
| dtype: int64 |
| - name: char_len |
| dtype: int64 |
| - name: audio_len |
| dtype: float64 |
| splits: |
| - name: train |
| num_bytes: 311329776.61350644 |
| num_examples: 658629 |
| - name: validation |
| num_bytes: 4736586.987272201 |
| num_examples: 10030 |
| download_size: 142391226 |
| dataset_size: 316066363.60077864 |
| --- |
| Here's a refined and paraphrased version of your dataset description to make it clearer and more efficient: |
|
|
| --- |
|
|
| ## Description |
|
|
| - **Total Audio Files**: **673,659** |
| - **Total Audio Length**: **856.20 hours** |
| - **Total Audio Collected Data**: 18 OCT, 2024 |
|
|
| --- |
|
|
| ### **Department-wise Statistics** (After Removal) |
|
|
| | Department | Number of Audio Files | Total Audio Length (hours) | |
| |------------|-----------------------|----------------------------| |
| | **STT_AB** | 174,525 | 224.92 | |
| | **STT_HS** | 87,088 | 96.27 | |
| | **STT_NS** | 241,007 | 318.28 | |
| | **STT_NW** | 97,145 | 137.82 | |
| | **STT_PC** | 73,894 | 78.90 | |
| |
| --- |
| |
| |
| ### Summary: |
| |
| After removing the departments `STT_MV`, `STT_CS`, and `STT_TT`, the dataset now contains: |
| |
| - **673,659** total audio files |
| - **856.20 hours** of total audio length |
|
|
|
|
|
|
| --- |
|
|
| # Dataset Statistics |
|
|
| ## Configuration: `default` |
|
|
| ### Split: `train` |
|
|
| **Total Rows**: 658,629 |
|
|
| #### `dept` |
|
|
| - **Type**: categorical |
| - **Data Type**: `object` |
| - **Unique Values**: 5 |
|
|
| **Value Distribution:** |
|
|
| | Value | Count | Percentage | |
| |-------|-------|------------| |
| | `STT_NS` | 236,407 | 35.89% | |
| | `STT_AB` | 170,922 | 25.95% | |
| | `STT_NW` | 94,703 | 14.38% | |
| | `STT_HS` | 84,797 | 12.87% | |
| | `STT_PC` | 71,800 | 10.90% | |
|
|
| #### `grade` |
|
|
| - **Type**: numerical |
| - **Data Type**: `int64` |
| - **Sum**: 1,868,909.00 |
| - **Average**: 2.84 |
|
|
| #### `char_len` |
| |
| - **Type**: numerical |
| - **Data Type**: `int64` |
| - **Sum**: 56,512,069.00 |
| - **Average**: 85.80 |
| |
| #### `audio_len` |
|
|
| - **Type**: numerical |
| - **Data Type**: `float64` |
| - **Sum**: 3,021,517.13 |
| - **Average**: 4.59 |
|
|
| --- |
|
|
| ### Split: `validation` |
|
|
| **Total Rows**: 10,030 |
|
|
| #### `dept` |
|
|
| - **Type**: categorical |
| - **Data Type**: `object` |
| - **Unique Values**: 5 |
|
|
| **Value Distribution:** |
|
|
| | Value | Count | Percentage | |
| |-------|-------|------------| |
| | `STT_NS` | 3,600 | 35.89% | |
| | `STT_AB` | 2,603 | 25.95% | |
| | `STT_NW` | 1,442 | 14.38% | |
| | `STT_HS` | 1,291 | 12.87% | |
| | `STT_PC` | 1,094 | 10.91% | |
|
|
| #### `grade` |
|
|
| - **Type**: numerical |
| - **Data Type**: `int64` |
| - **Sum**: 28,472.00 |
| - **Average**: 2.84 |
|
|
| #### `char_len` |
| |
| - **Type**: numerical |
| - **Data Type**: `int64` |
| - **Sum**: 866,463.00 |
| - **Average**: 86.39 |
| |
| #### `audio_len` |
|
|
| - **Type**: numerical |
| - **Data Type**: `float64` |
| - **Sum**: 46,381.25 |
| - **Average**: 4.62 |
|
|
| --- |
|
|
