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README.md

@@ -4,7 +4,7 @@ emoji: 🎙️
 colorFrom: blue
 colorTo: green
 sdk: gradio
-sdk_version: 4.19.0
+sdk_version: 5.49.1
 app_file: app.py
 pinned: false
 license: mit
@@ -58,11 +58,18 @@ Compatible with various edge AI accelerators including:
 
 ## 💡 How to Use This Demo
 
+### Demo Tab
 1. **Upload Audio**: Click "Upload Noisy Audio" or use your microphone
 2. **Adjust Settings**: Set noise reduction strength (0-20 dB)
 3. **Process**: Click "Denoise Audio" to enhance your audio
 4. **Try Demo**: Click "Try Demo Audio" to test with synthetic audio
 
+### Training Tab
+1. **Prepare Datasets**: Upload ZIP files containing clean speech and noise WAV files
+2. **Configure Parameters**: Set epochs, batch size, and LSTM units
+3. **Get Instructions**: Click "Prepare Training" to get customized training commands
+4. **Train Locally**: Follow the instructions to train on your own machine or GPU instance
+
 ⚠️ **Note**: This demo uses spectral subtraction for demonstration purposes. The actual DTLN model provides superior quality when trained. Download the full implementation below!
 
 ## 📦 Full Implementation