diff --git a/dataset/freeze/format/common.py b/dataset/freeze/format/common.py
index e95ab30..d3108e9 100644
--- a/dataset/freeze/format/common.py
+++ b/dataset/freeze/format/common.py
@@ -4,9 +4,9 @@ import sys
 import locale
 
 from six import binary_type, text_type
+from normality import slugify
 
 from dataset.util import FreezeException
-from slugify import slugify
 
 
 TMPL_KEY = re.compile("{{([^}]*)}}")
diff --git a/setup.py b/setup.py
index b1c906c..f9083eb 100644
--- a/setup.py
+++ b/setup.py
@@ -33,7 +33,7 @@ setup(
         'six',
         'sqlalchemy >= 0.9.1',
         'alembic >= 0.6.2',
-        'python-slugify >= 0.0.6',
+        'normality >= 0.2.2',
         "PyYAML >= 3.10",
         "six >= 1.7.3"
     ] + py26_dependency,