diff --git a/more_math/AudioToSpectrogramNode.py b/more_math/AudioToSpectrogramNode.py
index 5ada1ca..f13b9e5 100644
--- a/more_math/AudioToSpectrogramNode.py
+++ b/more_math/AudioToSpectrogramNode.py
@@ -14,7 +14,7 @@ class AudioToSpectrogram(io.ComfyNode):
         return io.Schema(
             node_id="mrmth_AudioToImageSpectrogram",
             category="More math",
-            display_name="Audio to Image Spectrogram",
+            display_name="Audio -> Spectrogram",
             inputs=[
                 io.Audio.Input(id="audio", tooltip="Input audio"),
                 io.Int.Input(id="window_length", default=1024, min=16, max=4096, tooltip="Window length in samples"),
diff --git a/more_math/SpectrogramToAudioNode.py b/more_math/SpectrogramToAudioNode.py
index 17eff36..c94d427 100644
--- a/more_math/SpectrogramToAudioNode.py
+++ b/more_math/SpectrogramToAudioNode.py
@@ -13,7 +13,7 @@ class SpectrogramToAudio(io.ComfyNode):
         return io.Schema(
             node_id="mrmth_ImageSpectrogramToAudio",
             category="More math",
-            display_name="Image Spectrogram to Audio",
+            display_name="Spectrogram -> Audio",
             inputs=[
                 io.Image.Input(id="image", tooltip="Input spectrogram image (R=Real, G=Magnitude, B=Imaginary)"),
                 io.Int.Input(id="channel_count", default=1, min=1, tooltip="Number of audio channels"),