Update README.md

README.md

@@ -23,13 +23,126 @@ dataset_info:
     dtype: float32
   splits:
   - name: train
-    num_bytes: 9917232535.58
-    num_examples: 5989
-  download_size: 7601443177
-  dataset_size: 9917232535.58
+    num_bytes: 13530738289.8
+    num_examples: 10590
+  download_size: 11007262901
+  dataset_size: 13530738289.8
 configs:
 - config_name: default
   data_files:
   - split: train
     path: data/train-*
+license: cc-by-nc-4.0
+task_categories:
+- text-to-speech
+- automatic-speech-recognition
+- audio-to-audio
+language:
+- en
+- fr
 ---
+
+
+# DuBLaB-en-fr-0.8
+
+###  Description
+
+**DuBLaB-en-fr-0.8** is a bilingual dataset of **English-French audio segments**, aligned and extracted from audiovisual sources. This dataset is designed for **automatic speech recognition (ASR), machine translation, cross-lingual style mapping, and text-to-speech (TTS) applications**.
+
+
+
+- **Repository:** [Hugging Face - DuBLaB-en-fr-0.8](https://huggingface.co/amine-khelif/DuBLaB-en-fr-0.8)
+
+---
+
+## Structure
+
+Each dataset entry contains:
+
+- **`id`**: Unique identifier for the segment.
+- **`english_audio`**: Audio file (16 kHz sampling rate).
+- **`english_text`**: English transcript.
+- **`english_duration`**: Duration of the English segment.
+- **`french_audio`**: Audio file (16 kHz sampling rate).
+- **`french_text`**: French transcript.
+- **`french_duration`**: Duration of the French segment.
+- **`overlap_ratio`**: IOU overlap between the English and French segments.
+
+---
+
+
+### **Duration Statistics**
+
+- English durations:
+```
+  Global Total Duration: 27652.4280 s
+  Mean:                  4.6172 s
+  Minimum:               0.1800 s
+  Maximum:               30.0070 s
+  Variance:              29.4496 s^2
+```
+- French durations:
+```
+  Global Total Duration: 28565.8570 s
+  Mean:                  4.7697 s
+  Minimum:               0.2000 s
+  Maximum:               30.0070 s
+  Variance:              30.2705 s^2
+```
+---
+
+## Visualizations
+
+### **Text Density Distribution**
+This plot illustrates the **distribution of words-per-second density** after filtering.  
+
+![wordpersec08.png](https://cdn-uploads.huggingface.co/production/uploads/65abc3bd302258937183a7d3/gf1JfWHQJZgKx4srdqJis.png)
+
+### **Cosine Similarity (English-French)**
+This KDE plot represents the **semantic similarity** between English and French transcripts, computed using `LaBSE` enmbedding model.
+
+![kde08.png](https://cdn-uploads.huggingface.co/production/uploads/65abc3bd302258937183a7d3/c7HxqGhDnd-qEqEf0fqe6.png)
+
+---
+
+## Usage
+
+### **Loading the Dataset**
+Use the Hugging Face `datasets` library:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("amine-khelif/DuBLaB-en-fr-0.8")
+print(dataset)
+```
+License
+
+This dataset is released under the CC BY-NC 4.0 license.
+It is free to use exclusively for non-commercial purposes.
+
+## Citation
+
+If you use **DuBLaB-en-fr-0.8** in your research, please cite it as follows:
+
+```
+@misc{DuBLaB-en-fr-0.8,
+  author       = {Khelif, Amine Khelif},
+  title        = {DuBLaB en-fr Dataset (Version 0.8)},
+  howpublished = {\url{https://huggingface.co/amine-khelif/DuBLaB-en-fr-0.8}},
+  year         = {2025},
+  note         = {Released under the CC BY-NC 4.0 license}
+}
+```
+
+
+
+
+## Contact
+
+For any questions, suggestions, or contributions, please contact:
+- Author: Amine Khelif KHELIF
+- Email: [email protected]
+
+
+🚀 Start exploring DuBLaB-en-fr-0.8 today! 🚀