diff --git a/.gitignore b/.gitignore
index 024f9a2..ad423c1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -102,10 +102,11 @@ experiments/*
 .virtual_documents
 .ipynb_checkpoints
 *.ipynb
-!batdetect2_notebook.ipynb
-
-# Batdetect Models [Include]
-!batdetect2/models/*.pth.tar
 
 # Bump2version
 .bumpversion.cfg
+
+# DO Include
+!batdetect2_notebook.ipynb
+!batdetect2/models/*.pth.tar
+!tests/data/*.wav
diff --git a/tests/data/20230322_172000_selec2.wav b/tests/data/20230322_172000_selec2.wav
new file mode 100644
index 0000000..2a2c1c5
Binary files /dev/null and b/tests/data/20230322_172000_selec2.wav differ
diff --git a/tests/test_detections.py b/tests/test_detections.py
new file mode 100644
index 0000000..7f17012
--- /dev/null
+++ b/tests/test_detections.py
@@ -0,0 +1,23 @@
+"""Test suite to ensure that model detections are not incorrect."""
+
+import os
+
+from batdetect2 import api
+
+DATA_DIR = os.path.join(os.path.dirname(__file__), "data")
+
+
+def test_no_detections_above_nyquist():
+    """Test that no detections are made above the nyquist frequency."""
+    # Recording donated by @@kdarras
+    path = os.path.join(DATA_DIR, "20230322_172000_selec2.wav")
+
+    # This recording has a sampling rate of 192 kHz
+    nyquist = 192_000 / 2
+
+    output = api.process_file(path)
+    predictions = output["pred_dict"]
+    assert len(predictions["annotation"]) != 0
+    assert all(
+        pred["high_freq"] < nyquist for pred in predictions["annotation"]
+    )