Update README.md

README.md

@@ -14,11 +14,12 @@ pipeline_tag: text-to-speech
 
 # Supertonic TTS Quantization for QCS6490
 
-A step-by-step guide to quantize the [Supertonic TTS](https://huggingface.co/Supertone/supertonic) model for Qualcomm QCS6490 using QAIRT/QNN.
+A step-by-step guide to quantize the [Supertonic TTS](https://huggingface.co/Supertone/supertonic) model for Qualcomm QCS6490 using QAIRT/QNN. 
+Note: To achieve the optimal performance and accuracy consider generating ctx binaries or serialised binaries specific to the architecture (v68 - mine)
 
 ## Sample Output
 
-Audio generated on QCS6490 board using quantized models (10 diffusion steps, noise-reduced):
+Audio generated on QCS6490 board using quantized models (10 diffusion steps, raw and noisy):
 
 <audio controls src="https://huggingface.co/dev-ansh-r/qualcomm-Supertonic-TTS-QCS6490/resolve/main/final_output.wav"></audio>