diff --git a/TTS/tts/utils/visual.py b/TTS/tts/utils/visual.py
index de6d95c5..4fd1f19c 100644
--- a/TTS/tts/utils/visual.py
+++ b/TTS/tts/utils/visual.py
@@ -87,6 +87,39 @@ def plot_pitch(pitch, spectrogram, ap=None, fig_size=(30, 10), output_fig=False)
     return fig
 
 
+def plot_avg_pitch(pitch, chars, fig_size=(30, 10), output_fig=False):
+    """Plot pitch curves on top of the input characters.
+
+    Args:
+        pitch (np.array): Pitch values.
+        chars (str): Characters to place to the x-axis.
+
+    Shapes:
+        pitch: :math:`(T,)`
+    """
+    old_fig_size = plt.rcParams["figure.figsize"]
+    if fig_size is not None:
+        plt.rcParams["figure.figsize"] = fig_size
+
+    fig, ax = plt.subplots()
+
+    x = np.array(range(len(chars)))
+    my_xticks = [c for c in chars]
+    plt.xticks(x, my_xticks)
+
+    ax.set_xlabel("characters")
+    ax.set_ylabel("freq")
+
+    ax2 = ax.twinx()
+    ax2.plot(pitch, linewidth=5.0, color="red")
+    ax2.set_ylabel("F0")
+
+    plt.rcParams["figure.figsize"] = old_fig_size
+    if not output_fig:
+        plt.close()
+    return fig
+
+
 def visualize(
     alignment,
     postnet_output,