diff --git a/egs/librispeech/WSASR/README.md b/egs/librispeech/WSASR/README.md
index 8b1378917..97b103486 100644
--- a/egs/librispeech/WSASR/README.md
+++ b/egs/librispeech/WSASR/README.md
@@ -1 +1,7 @@
+# Introduction
 
+This is a weakly supervised ASR recipe for the LibriSpeech (clean 100 hours) dataset. We training a
+conformer model using BTC/OTC with transcripts with synthetic errors. In this README, we will describe
+the task and the BTC/OTC training process.
+
+## Task