diff --git a/README.md b/README.md
index d7e7a19..401e2a8 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,8 @@ Authors: Jael Gu
 
 ## Overview
 
+Recommend upgrading Towhee to >=1.1.1 and using https://towhee.io/towhee/audio-embedding
+
 This pipeline extracts features of a given audio file using a VGGish model implemented in Pytorch. This is a supervised model pre-trained with [AudioSet](https://research.google.com/audioset/), which contains over 2 million sound clips.
 
 ## Interface