Update README.md

## 🎙️ Dataset: Pakistan MNA Speaker Recognition (PNA 2025)

The dataset contains audio recordings of Members of the National Assembly (MNAs) curated during an internship at the **National Assembly of Pakistan (PNA)** in 2025. It is designed for **Speaker Identification** tasks.

### 📥 Download & Setup
The dataset is hosted on Hugging Face due to its size (~1.2 GB).

1. **Download the ZIP:** [pakistan-mnas-speeches-dataset.zip](https://huggingface.co)
2. **Extract the files:**
```bash
unzip pakistan-mnas-speeches-dataset.zip -d data/
```

#### Quick Download Script (Python)
You can use this script to download and extract the dataset automatically:

```python
import os
import requests
import zipfile

url = "https://huggingface.co"
output = "pakistan-mnas-speeches-dataset.zip"

print("Downloading dataset from Hugging Face...")
r = requests.get(url)
with open(output, "wb") as f:
f.write(r.content)

with zipfile.ZipFile(output, 'r') as zip_ref:
zip_ref.extractall("data/")
print("Done! Dataset extracted to the 'data/' directory.")

README.md

@@ -35,4 +35,51 @@ It was curated for **Speaker Recognition** tasks during an internship at the Nat
 - **Source:** National Assembly of Pakistan (PNA)
 - **Total Speakers:** [more than 30]
 - **Format:** .wav (16kHz)
-- **Year:** 2025
+- **Year:** 2025
+
+## 🎙️ Dataset: Pakistan MNA Speaker Recognition (PNA 2025)
+
+The dataset contains audio recordings of Members of the National Assembly (MNAs) curated during an internship at the **National Assembly of Pakistan (PNA)** in 2025.
+
+### 📥 Download & Setup
+Due to its size (**1.2 GB**), the dataset is hosted on Hugging Face.
+
+*   **Direct Download:** [my_files.zip](https://huggingface.co/datasets/SobanHM/pna-speaker-recognition-dataset/tree/main)
+*   **Repository Page:** [Hugging Face Dataset Card](https://huggingface.co/datasets/SobanHM/pna-speaker-recognition-dataset)
+
+#### Automatic Setup (Python)
+You can use this snippet to download and extract the dataset automatically:
+
+
+## 🎙️ Dataset: Pakistan MNA Speaker Recognition (PNA 2025)
+
+The dataset contains audio recordings of Members of the National Assembly (MNAs) curated during an internship at the **National Assembly of Pakistan (PNA)** in 2025. It is designed for **Speaker Identification** tasks.
+
+### 📥 Download & Setup
+The dataset is hosted on Hugging Face due to its size (~1.2 GB).
+
+1.  **Download the ZIP:** [pakistan-mnas-speeches-dataset.zip](https://huggingface.co)
+2.  **Extract the files:**
+    ```bash
+    unzip pakistan-mnas-speeches-dataset.zip -d data/
+    ```
+
+#### Quick Download Script (Python)
+You can use this script to download and extract the dataset automatically:
+
+```python
+import os
+import requests
+import zipfile
+
+url = "https://huggingface.co"
+output = "pakistan-mnas-speeches-dataset.zip"
+
+print("Downloading dataset from Hugging Face.")
+r = requests.get(url)
+with open(output, "wb") as f:
+    f.write(r.content)
+
+with zipfile.ZipFile(output, 'r') as zip_ref:
+    zip_ref.extractall("data/")
+print("Done! Dataset extracted to the 'data/' directory.")