Update README.md

README.md

@@ -59,7 +59,96 @@ This dataset has been primarily developed to facilitate the creation of text-to-
 All recordings feature a single male voice with a sample rate of 48,000 Hz, ensuring high-quality audio suitable for detailed phonetic analysis and machine learning applications. This consistent audio quality across the dataset provides a reliable foundation for training and testing text-to-speech models. Furthermore, the dataset can be a valuable resource for future research and development efforts aimed at enhancing digital accessibility for the Kashmiri-speaking population. 
 
 
+
+# Omarrran/kashmiri_single_speaker_ttd_hf_dataset_2024
+
+## Dataset Description
+
+This dataset contains Kashmiri text-to-speech (TTS) data, including paired text and audio files.
+
+## Dataset Statistics
+
+- Total number of samples: 2984
+- Number of samples in train split: 2387
+- Number of samples in test split: 597
+
+### Audio Statistics
+
+- Total audio duration: 15914.16 seconds (4.42 hours)
+- Average audio duration: 5.33 seconds
+- Minimum audio duration: 1.98 seconds
+- Maximum audio duration: 12.60 seconds
+
+### Text Statistics
+
+- Total number of words: 31365
+- Average number of words per sample: 10.51
+- Minimum number of words in a sample: 5
+- Maximum number of words in a sample: 26
+
+## Dataset Structure
+
+The dataset contains the following fields:
+
+- `file_name`: Value(dtype='string', id=None)
+- `sentence`: Value(dtype='string', id=None)
+- `audio`: Audio(sampling_rate=16000, mono=True, decode=True, id=None)
+- `duration`: Value(dtype='float64', id=None)
+- `sample_rate`: Value(dtype='int64', id=None)
+- `__index_level_0__`: Value(dtype='int64', id=None)
+
+## Usage Example
+
+Here's a simple example of how to load and use this dataset:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset('Omarrran/kashmiri_single_speaker_ttd_hf_dataset_2024')
+
+# Access the training split
+train_data = dataset['train']
+
+# Get the first sample
+first_sample = train_data[0]
+print(f"Text: {first_sample['text']}")
+print(f"Audio file: {first_sample['audio']}")
+```
+
+## License
+
+Please refer to the dataset card for license information.
+
+## Citation
+
+If you use this dataset in your research, please cite it as follows:
+
+```
+@dataset{KTTS Single Speaker Dataset,
+  author = {Shafi, Kh Mohmad; Bhat, Asif Ali; Imtiyaz, Kamran ; Iqbal, Javaid (2024), “KTTS Single Speaker Dataset”, Mendeley Data, V2, doi: 10.17632/5c4dcvxdmb.2
+},
+  title = {Omarrran/kashmiri_single_speaker_ttd_hf_dataset_2024},
+  year = {2023},
+  url = {https://huggingface.co/datasets/Omarrran/kashmiri_single_speaker_ttd_hf_dataset_2024}
+}
+```
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 ```bib
 
-Shafi, Kh Mohmad; Bhat, Asif Ali; Imtiyaz, Kamran ; Iqbal, Javaid (2024), “KTTS Single Speaker Dataset”, Mendeley Data, V2, doi: 10.17632/5c4dcvxdmb.2
 ```