diff --git a/esphome/components/micro_wake_word/__init__.py b/esphome/components/micro_wake_word/__init__.py
index def2808e54..35ee3cfedc 100644
--- a/esphome/components/micro_wake_word/__init__.py
+++ b/esphome/components/micro_wake_word/__init__.py
@@ -312,6 +312,7 @@ async def to_code(config):
     esp32.add_idf_component(
         name="esp-tflite-micro",
         repo="https://github.com/espressif/esp-tflite-micro",
+        ref="v1.3.1",
     )
 
     cg.add_build_flag("-DTF_LITE_STATIC_MEMORY")
diff --git a/esphome/idf_component.yml b/esphome/idf_component.yml
index c031b2192f..5f4701b5a3 100644
--- a/esphome/idf_component.yml
+++ b/esphome/idf_component.yml
@@ -1,6 +1,7 @@
 dependencies:
   esp-tflite-micro:
     git: https://github.com/espressif/esp-tflite-micro.git
+    version: v1.3.1
   esp32_camera:
     git: https://github.com/espressif/esp32-camera.git
     version: v2.0.9