diff --git a/.github/labeler.yml b/.github/labeler.yml
index 579fe077f82..01d04980ba3 100644
--- a/.github/labeler.yml
+++ b/.github/labeler.yml
@@ -1,2 +1,42 @@
 documentation:
   - docs/**/*
+
+"topic: Audio":
+  - src/torchmetrics/audio/*
+  - src/torchmetrics/functional/audio/*
+
+"topic: Classif":
+  - src/torchmetrics/classification/*
+  - src/torchmetrics/functional/classification/*
+
+"topic: Cluster":
+  - src/torchmetrics/clustering/*
+  - src/torchmetrics/functional/clustering/*
+
+"topic: Detect":
+  - src/torchmetrics/detection/*
+  - src/torchmetrics/functional/detection/*
+
+"topic: Image":
+  - src/torchmetrics/image/*
+  - src/torchmetrics/functional/image/*
+
+"topic: MModal":
+  - src/torchmetrics/multimodal/*
+  - src/torchmetrics/functional/multimodal/*
+
+"topic: Nominal":
+  - src/torchmetrics/nominal/*
+  - src/torchmetrics/functional/nominal/*
+
+"topic: Regress":
+  - src/torchmetrics/regression/*
+  - src/torchmetrics/functional/regression/*
+
+"topic: Retrieval":
+  - src/torchmetrics/retrieval/*
+  - src/torchmetrics/functional/retrieval/*
+
+"topic: Text":
+  - src/torchmetrics/text/*
+  - src/torchmetrics/functional/text/*