diff --git a/weasyprint/draw.py b/weasyprint/draw.py
index dbacd4fa5..3d3d5fc3f 100644
--- a/weasyprint/draw.py
+++ b/weasyprint/draw.py
@@ -16,7 +16,7 @@
 from .matrix import Matrix
 from .stacking import StackingContext
 from .text.ffi import ffi, pango, units_from_double, units_to_double
-from .text.fonts import get_hb_face_data, get_pango_font_hb_face
+from .text.fonts import get_hb_object_data, get_pango_font_hb_face
 from .text.line_break import get_last_word_end
 
 SIDES = ('top', 'right', 'bottom', 'left')
@@ -1449,8 +1449,7 @@ def draw_first_line(stream, textbox, text_overflow, block_ellipsis, matrix):
             previous_utf8_position = utf8_position
 
             if font.svg:
-                hb_face = get_pango_font_hb_face(pango_font)
-                svg_data = get_hb_face_data(hb_face, ot_color='svg')
+                svg_data = get_hb_object_data(font.hb_face, 'svg', glyph)
                 if svg_data:
                     # Do as explained in specification
                     # https://learn.microsoft.com/typography/opentype/spec/svg
@@ -1466,8 +1465,7 @@ def draw_first_line(stream, textbox, text_overflow, block_ellipsis, matrix):
                     a = d = font.widths[glyph] / 1000 / font.upem * font_size
                     emojis.append([image, font, a, d, x_advance, 0])
             elif font.png:
-                hb_face = get_pango_font_hb_face(pango_font)
-                png_data = get_hb_face_data(hb_face, ot_color='png')
+                png_data = get_hb_object_data(font.hb_font, 'png', glyph)
                 if png_data:
                     pillow_image = Image.open(BytesIO(png_data))
                     image_id = f'{font.hash}{glyph}'
diff --git a/weasyprint/pdf/stream.py b/weasyprint/pdf/stream.py
index 2125fd4da..a8f47c710 100644
--- a/weasyprint/pdf/stream.py
+++ b/weasyprint/pdf/stream.py
@@ -12,13 +12,15 @@
 from ..matrix import Matrix
 from ..text.constants import PANGO_STRETCH_PERCENT
 from ..text.ffi import ffi, harfbuzz, pango, units_to_double
-from ..text.fonts import get_hb_face_data, get_pango_font_hb_face, get_pango_font_key
+from ..text.fonts import get_hb_object_data, get_pango_font_hb_face, get_pango_font_key
 
 
 class Font:
     def __init__(self, pango_font):
-        hb_face = get_pango_font_hb_face(pango_font)
-        self.file_content = get_hb_face_data(hb_face)
+        self.hb_font = pango.pango_font_get_hb_font(pango_font)
+        self.hb_face = get_pango_font_hb_face(pango_font)
+        self.file_content = get_hb_object_data(self.hb_face)
+        self.index = harfbuzz.hb_face_get_index(self.hb_face)
 
         pango_metrics = pango.pango_font_get_metrics(pango_font, ffi.NULL)
         self.description = description = ffi.gc(
@@ -81,9 +83,8 @@ def __init__(self, pango_font):
 
         # Fonttools
         full_font = io.BytesIO(self.file_content)
-        index = harfbuzz.hb_face_get_index(hb_face)
         try:
-            self.ttfont = TTFont(full_font, fontNumber=index)
+            self.ttfont = TTFont(full_font, fontNumber=self.index)
         except Exception:
             LOGGER.warning('Unable to read font')
             self.ttfont = None
@@ -95,9 +96,9 @@ def __init__(self, pango_font):
 
         # Various properties
         self.italic_angle = 0  # TODO: this should be different
-        self.upem = harfbuzz.hb_face_get_upem(hb_face)
-        self.png = harfbuzz.hb_ot_color_has_png(hb_face)
-        self.svg = harfbuzz.hb_ot_color_has_svg(hb_face)
+        self.upem = harfbuzz.hb_face_get_upem(self.hb_face)
+        self.png = harfbuzz.hb_ot_color_has_png(self.hb_face)
+        self.svg = harfbuzz.hb_ot_color_has_svg(self.hb_face)
         self.stemv = 80
         self.stemh = 80
         self.widths = {}
diff --git a/weasyprint/text/ffi.py b/weasyprint/text/ffi.py
index 613cd10db..8775721b3 100644
--- a/weasyprint/text/ffi.py
+++ b/weasyprint/text/ffi.py
@@ -225,6 +225,8 @@
     PangoLayoutLine * pango_layout_get_line_readonly (
         PangoLayout *layout, int line);
 
+    hb_font_t * pango_font_get_hb_font (PangoFont *font);
+
     PangoFontDescription * pango_font_description_new (void);
     void pango_font_description_free (PangoFontDescription *desc);
     PangoFontDescription * pango_font_description_copy (
diff --git a/weasyprint/text/fonts.py b/weasyprint/text/fonts.py
index 8c4726bf6..98aa0a0bd 100644
--- a/weasyprint/text/fonts.py
+++ b/weasyprint/text/fonts.py
@@ -366,24 +366,27 @@ def get_pango_font_hb_face(pango_font):
     return pangoft2.pango_fc_font_map_get_hb_face(fontmap, fc_font)
 
 
-def get_hb_face_data(hb_face, ot_color=None):
-    """Get binary data out of given Harfbuzz face.
+def get_hb_object_data(hb_object, ot_color=None, glyph=None):
+    """Get binary data out of given Harfbuzz font or face.
 
     If ``ot_color`` is 'svg', return the SVG color glyph reference. If it’s 'png',
     return the PNG color glyph reference. Otherwise, return the whole face blob.
 
     """
     if ot_color == 'png':
-        function = harfbuzz.hb_ot_color_glyph_reference_svg
+        hb_blob = harfbuzz.hb_ot_color_glyph_reference_png(hb_object, glyph)
     elif ot_color == 'svg':
-        function = harfbuzz.hb_ot_color_glyph_reference_png
+        hb_blob = harfbuzz.hb_ot_color_glyph_reference_svg(hb_object, glyph)
     else:
-        function = harfbuzz.hb_face_reference_blob
-    hb_blob = ffi.gc(function(hb_face), harfbuzz.hb_blob_destroy)
+        hb_blob = harfbuzz.hb_face_reference_blob(hb_object)
     with ffi.new('unsigned int *') as length:
         hb_data = harfbuzz.hb_blob_get_data(hb_blob, length)
-        if hb_data != ffi.NULL:
-            return ffi.unpack(hb_data, int(length[0]))
+        if hb_data == ffi.NULL:
+            data = None
+        else:
+            data = ffi.unpack(hb_data, int(length[0]))
+        harfbuzz.hb_blob_destroy(hb_blob)
+        return data
 
 
 @lru_cache()