diff --git a/pyproject.toml b/pyproject.toml
index 2af3eee..60660f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,7 @@ dependencies = [
   "torch>=1.13.1,<2.5.0",
   "torchaudio>=1.13.1,<2.5.0",
   "torchvision>=0.14.0",
-  "soundevent[audio,geometry,plot]>=2.6.5",
+  "soundevent[audio,geometry,plot]>=2.7.0",
   "click>=8.1.7",
   "netcdf4>=1.6.5",
   "tqdm>=4.66.2",
@@ -84,6 +84,7 @@ dev = [
   "pytest-cov>=6.1.1",
   "ty>=0.0.1a12",
   "rust-just>=1.40.0",
+  "pandas-stubs>=2.2.2.240807",
 ]
 dvclive = ["dvclive>=3.48.2"]
 mlflow = ["mlflow>=3.1.1"]
diff --git a/src/batdetect2/targets/terms.py b/src/batdetect2/targets/terms.py
index 9f82b84..9932860 100644
--- a/src/batdetect2/targets/terms.py
+++ b/src/batdetect2/targets/terms.py
@@ -45,7 +45,6 @@ data_source = data.Term(
     ),
 )
 
-
 call_type = data.Term(
     name="soundevent:call_type",
     label="Call Type",
@@ -79,6 +78,24 @@ generic_class = data.Term(
 )
 """Generic term representing a classification model's output class label."""
 
+terms.register_term_set(
+    terms.TermSet(
+        terms=[
+            generic_class,
+            individual,
+            call_type,
+            data_source,
+        ],
+        aliases={
+            "class": generic_class.name,
+            "individual": individual.name,
+            "event": call_type.name,
+            "source": data_source.name,
+        },
+    ),
+    override_existing=True,
+)
+
 
 class TermRegistry(Mapping[str, data.Term]):
     """Manages a registry mapping unique keys to Term definitions.
@@ -278,6 +295,11 @@ def get_term_from_key(
     KeyError
         If the key is not found in the specified registry.
     """
+    term = terms.get_term(key)
+
+    if term:
+        return term
+
     term_registry = term_registry or default_term_registry
     return term_registry.get_term(key)