diff --git a/api/config/settings/common.py b/api/config/settings/common.py
index 491babdd15f8d4c017230f097af4b274c880a000..f5ddec00b1da2f591f1a651e1b9c60427d1f4da1 100644
--- a/api/config/settings/common.py
+++ b/api/config/settings/common.py
@@ -37,6 +37,7 @@ DJANGO_APPS = (
     'django.contrib.sites',
     'django.contrib.messages',
     'django.contrib.staticfiles',
+    'django.contrib.postgres',
 
     # Useful template tags:
     # 'django.contrib.humanize',
diff --git a/api/funkwhale_api/common/migrations/0001_initial.py b/api/funkwhale_api/common/migrations/0001_initial.py
new file mode 100644
index 0000000000000000000000000000000000000000..e95cc11e9a464eaa2a72de047262f78af0888038
--- /dev/null
+++ b/api/funkwhale_api/common/migrations/0001_initial.py
@@ -0,0 +1,12 @@
+# Generated by Django 2.0.2 on 2018-02-27 18:43
+from django.db import migrations
+from django.contrib.postgres.operations import UnaccentExtension
+
+
+class Migration(migrations.Migration):
+
+    dependencies = []
+
+    operations = [
+        UnaccentExtension()
+    ]
diff --git a/api/funkwhale_api/common/migrations/__init__.py b/api/funkwhale_api/common/migrations/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/api/funkwhale_api/music/views.py b/api/funkwhale_api/music/views.py
index ac76667daa9fc083046379e4daa176e6555da49f..d026c9847ca3db7f9920469a225399b0d6c0d3dc 100644
--- a/api/funkwhale_api/music/views.py
+++ b/api/funkwhale_api/music/views.py
@@ -63,7 +63,7 @@ class ArtistViewSet(SearchMixin, viewsets.ReadOnlyModelViewSet):
                                 'albums__tracks__tags'))
     serializer_class = serializers.ArtistSerializerNested
     permission_classes = [ConditionalAuthentication]
-    search_fields = ['name']
+    search_fields = ['name__unaccent']
     filter_class = filters.ArtistFilter
     ordering_fields = ('id', 'name', 'creation_date')
 
@@ -76,7 +76,7 @@ class AlbumViewSet(SearchMixin, viewsets.ReadOnlyModelViewSet):
                                               'tracks__files'))
     serializer_class = serializers.AlbumSerializerNested
     permission_classes = [ConditionalAuthentication]
-    search_fields = ['title']
+    search_fields = ['title__unaccent']
     ordering_fields = ('creation_date',)
 
 
@@ -133,9 +133,9 @@ class TrackViewSet(TagViewSetMixin, SearchMixin, viewsets.ReadOnlyModelViewSet):
     search_fields = ['title', 'artist__name']
     ordering_fields = (
         'creation_date',
-        'title',
-        'album__title',
-        'artist__name',
+        'title__unaccent',
+        'album__title__unaccent',
+        'artist__name__unaccent',
     )
 
     def get_queryset(self):
@@ -249,7 +249,11 @@ class Search(views.APIView):
         return Response(results, status=200)
 
     def get_tracks(self, query):
-        search_fields = ['mbid', 'title', 'album__title', 'artist__name']
+        search_fields = [
+            'mbid',
+            'title__unaccent',
+            'album__title__unaccent',
+            'artist__name__unaccent']
         query_obj = utils.get_query(query, search_fields)
         return (
             models.Track.objects.all()
@@ -263,7 +267,10 @@ class Search(views.APIView):
 
 
     def get_albums(self, query):
-        search_fields = ['mbid', 'title', 'artist__name']
+        search_fields = [
+            'mbid',
+            'title__unaccent',
+            'artist__name__unaccent']
         query_obj = utils.get_query(query, search_fields)
         return (
             models.Album.objects.all()
@@ -277,7 +284,7 @@ class Search(views.APIView):
 
 
     def get_artists(self, query):
-        search_fields = ['mbid', 'name']
+        search_fields = ['mbid', 'name__unaccent']
         query_obj = utils.get_query(query, search_fields)
         return (
             models.Artist.objects.all()
@@ -292,7 +299,7 @@ class Search(views.APIView):
 
 
     def get_tags(self, query):
-        search_fields = ['slug', 'name']
+        search_fields = ['slug', 'name__unaccent']
         query_obj = utils.get_query(query, search_fields)
 
         # We want the shortest tag first
diff --git a/changes/changelog.d/81.feature b/changes/changelog.d/81.feature
new file mode 100644
index 0000000000000000000000000000000000000000..56c44d3ccad16a257003a471b15cc1aa574a748a
--- /dev/null
+++ b/changes/changelog.d/81.feature
@@ -0,0 +1 @@
+Search now unaccent letters for queries like "The Dø" or "Björk", yielding more results (#81)