Update README.md

README.md

@@ -76,4 +76,75 @@ print("Generated Text:", output)
 | **Dialect Identification** | **70.59**       |
 
 
-![Confusion matrix of adi17 test set](https://huggingface.co/SaraAlthubaiti/TinyOctopus/resolve/main/images/CM_for_DI.png)
+![Confusion matrix of adi17 test set](https://huggingface.co/SaraAlthubaiti/TinyOctopus/resolve/main/images/CM_for_DI.png)
+
+---
+
+## Examples
+
+### Example 1: Arabic Speech Recognition
+🎵 **Audio Input (Arabic)**:  
+<audio controls>
+  <source src="https://huggingface.co/SaraAlthubaiti/TinyOctopus/resolve/main/examples/03BD00C0_2C0B_4C81_BA8C_018175D0B4E3_utt_1_align.wav" type="audio/wav">
+</audio>
+
+📝 **User Prompt**:  
+> Transcribe the audio
+or
+> قم بتفريغ المقطع الصوتي
+
+💡 **System Response**:
+> أهلا بكم مشاهدينا الكرام في حلقة جديدة من برنامج الاقتصاد والناس
+
+🎵 **Audio Input (English)**:  
+<audio controls>
+  <source src="https://huggingface.co/SaraAlthubaiti/TinyOctopus/resolve/main/examples/4970-29093-0016.wav" type="audio/wav">
+</audio>
+
+📝 **User Prompt**:  
+> Transcribe the audio
+or
+> قم بتفريغ المقطع الصوتي
+
+💡 **System Response**:
+> NO IT'S NOT TOO SOON
+
+---
+
+### Example 2: Arabic to English Translation
+🎵 **Audio Input**:  
+<audio controls>
+  <source src="https://huggingface.co/SaraAlthubaiti/TinyOctopus/resolve/main/examples/03BD00C0_2C0B_4C81_BA8C_018175D0B4E3_utt_21_align.wav" type="audio/wav">
+</audio>
+
+📝 **User Prompt**:  
+> Translate the following Arabic speech into English
+or
+> قم بترجمة المقطع للإنجليزية
+
+💡 **System Response**: 
+> I took a loan a certain amount of money to pay off the debt
+
+---
+
+### Example 3: Dialect Identification
+🎵 **Audio Input**:  
+<audio controls>
+  <source src="https://huggingface.co/SaraAlthubaiti/TinyOctopus/resolve/main/examples/tYBpZAOFpvk_071631-073831.wav" type="audio/wav">
+</audio>
+
+📝 **User Prompt**:  
+> Identify the dialect of the given speech
+or
+> ماهي لهجة المتحدث؟
+
+💡 **System Response**:
+> KSA
+
+---
+
+### How to Try It?
+You can test the model by uploading or recording your own audio files using the **Gradio demo**:  
+➡️ [Try the Model](https://8db9d4e0b3dadffb23.gradio.live)
+
+---