diff --git a/README.md b/README.md
index 03026aa..74d306d 100644
--- a/README.md
+++ b/README.md
@@ -112,9 +112,9 @@
 - [Inference With Transformers](#inference-with-transformers)
   - [Model Initialization](#model-initialization)
   - [Duplex Omni Mode](#duplex-omni-mode)
-  - [Simplex Omni Mode](#simplex-omni-mode-)
-  - [Simplex Realtime Speech Conversation Mode](#simplex-realtime-speech-conversation-mode--)
-  - [Speech and Audio Mode](#speech-and-audio-mode)
+  - [Simplex Omni Mode](#simplex-omni-mode)
+  - [Simplex Realtime Speech Conversation Mode](#simplex-realtime-speech-conversation-mode-)
+  - [Speech and Audio Mode](#speech-and-audio-mode--)
   - [Visual Understanding](#visual-understanding)
   - [Structured Content Input](#structured-content-input)
 - [Supported Frameworks](#supported-frameworks)