README.md: layout

README.md

@@ -35,8 +35,10 @@ Visit our [website] for audio samples.
 
 1. Download our [published model]
 2. Download [mel-spectrograms]
-3. Generate audio `python3 inference.py -f <(ls mel_spectrograms/*.pt) -w waveglow_old.pt -o . --is_fp16 -s 0.6`
-N.b. use convert_model.py to convert your older models to the current model
+3. Generate audio `python3 inference.py -f <(ls mel_spectrograms/*.pt) -w waveglow_old.pt -o . --is_fp16 -s 0.6`  
+
+N.b. use `convert_model.py` to convert your older models to the current model
+with fused residual and skip connections.
 
 ## Train your own model