Update README.md

README.md

@@ -31,6 +31,24 @@ From initial observations it seems like its better to use majority of one kind (
 
 Trying to push the boundaries of audio generated by a mere 63 MB model.
 
+## Inference 
+
+```python
+import wave
+
+from src.python_run.piper import PiperVoice # Or import from the installed package if you used pip
+
+model = PiperVoice.load("en_US-ceylia-medium.onnx")
+
+text = "I have a big plan for today. It involves fine-tuning you."
+
+with wave.open("output.wav", "wb") as output_file:
+    output_file.setnchannels(1)
+    output_file.setsampwidth(2)
+    output_file.setframerate(22050)
+    model.synthesize(text=text, wav_file=output_file, sentence_silence=0.25)
+```
+
 ## 🙏 Acknowledgements
 
 [Bryce Beattie](https://brycebeattie.com/files/tts/) for training the Kristin model.