diff --git a/README.md b/README.md
index 9f8db554c..2096681ea 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,14 @@
 <img src="https://raw.githubusercontent.com/k2-fsa/icefall/master/docs/source/_static/logo.png" width=168>
 </div>
 
+## Introduction
+
+icefall contains ASR recipes for various datasets
+using <https://github.com/k2-fsa/k2>.
+
+You can use <https://github.com/k2-fsa/sherpa> to deploy models
+trained with icefall.
+
 ## Installation
 
 Please refer to <https://icefall.readthedocs.io/en/latest/installation/index.html>
diff --git a/egs/librispeech/ASR/RESULTS.md b/egs/librispeech/ASR/RESULTS.md
index f5a32f13b..66410ef40 100644
--- a/egs/librispeech/ASR/RESULTS.md
+++ b/egs/librispeech/ASR/RESULTS.md
@@ -9,6 +9,8 @@ Use <https://github.com/k2-fsa/icefall/pull/390>.
 Use [Emformer](https://arxiv.org/abs/2010.10759) from [torchaudio](https://github.com/pytorch/audio)
 for streaming ASR. The Emformer model is imported from torchaudio without modifications.
 
+You can use <https://github.com/k2-fsa/sherpa> to deploy it.
+
 |                                     | test-clean | test-other | comment                                |
 |-------------------------------------|------------|------------|----------------------------------------|
 | greedy search (max sym per frame 1) | 4.28       | 11.42       | --epoch 39 --avg 6  --max-duration 600 |