diff --git a/osu.Game/Online/API/Requests/GetUserBeatmapsRequest.cs b/osu.Game/Online/API/Requests/GetUserBeatmapsRequest.cs
index 7ad3c32bed..66b2cae892 100644
--- a/osu.Game/Online/API/Requests/GetUserBeatmapsRequest.cs
+++ b/osu.Game/Online/API/Requests/GetUserBeatmapsRequest.cs
@@ -1,6 +1,7 @@
 // Copyright (c) 2007-2017 ppy Pty Ltd <contact@ppy.sh>.
 // Licensed under the MIT Licence - https://raw.githubusercontent.com/ppy/osu/master/LICENCE
 
+using Humanizer;
 using System.Collections.Generic;
 
 namespace osu.Game.Online.API.Requests
@@ -9,28 +10,16 @@ namespace osu.Game.Online.API.Requests
     {
         private readonly long userId;
         private readonly int offset;
-        private readonly string type;
+        private readonly BeatmapSetType type;
 
         public GetUserBeatmapsRequest(long userId, BeatmapSetType type, int offset = 0)
         {
             this.userId = userId;
             this.offset = offset;
-
-            switch (type)
-            {
-                case BeatmapSetType.Favourite:
-                    this.type = type.ToString().ToLower();
-                    break;
-                case BeatmapSetType.MostPlayed:
-                    this.type = "most_played";
-                    break;
-                case BeatmapSetType.RankedAndApproved:
-                    this.type = "ranked_and_approved";
-                    break;
-            }
+            this.type = type;
         }
 
-        protected override string Target => $@"users/{userId}/beatmapsets/{type}?offset={offset}";
+        protected override string Target => $@"users/{userId}/beatmapsets/{type.ToString().Underscore()}?offset={offset}";
     }
 
     public enum BeatmapSetType
diff --git a/osu.Game/osu.Game.csproj b/osu.Game/osu.Game.csproj
index 2388ec4cc2..ef2e573443 100644
--- a/osu.Game/osu.Game.csproj
+++ b/osu.Game/osu.Game.csproj
@@ -88,6 +88,9 @@
       <HintPath>$(SolutionDir)\packages\DotNetZip.1.10.1\lib\net20\DotNetZip.dll</HintPath>
       <Private>True</Private>
     </Reference>
+    <Reference Include="Humanizer, Version=2.2.0.0, Culture=neutral, PublicKeyToken=979442b78dfc278e, processorArchitecture=MSIL">
+      <HintPath>..\packages\Humanizer.Core.2.2.0\lib\netstandard1.0\Humanizer.dll</HintPath>
+    </Reference>
     <Reference Include="Microsoft.Data.Sqlite, Version=2.0.0.0, Culture=neutral, PublicKeyToken=adb9793829ddae60, processorArchitecture=MSIL">
       <HintPath>$(SolutionDir)\packages\Microsoft.Data.Sqlite.Core.2.0.0\lib\netstandard2.0\Microsoft.Data.Sqlite.dll</HintPath>
     </Reference>
diff --git a/osu.Game/packages.config b/osu.Game/packages.config
index ae7b74ef16..02ace918de 100644
--- a/osu.Game/packages.config
+++ b/osu.Game/packages.config
@@ -5,6 +5,48 @@ Licensed under the MIT Licence - https://raw.githubusercontent.com/ppy/osu/maste
 -->
 <packages>
   <package id="DotNetZip" version="1.10.1" targetFramework="net461" />
+  <package id="Humanizer" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.af" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.ar" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.bg" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.bn-BD" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.cs" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.da" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.de" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.el" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.es" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.fa" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.fi-FI" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.fr" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.fr-BE" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.he" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.hr" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.hu" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.id" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.it" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.ja" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.lv" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.nb" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.nb-NO" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.nl" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.pl" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.pt" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.ro" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.ru" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.sk" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.sl" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.sr" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.sr-Latn" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.sv" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.tr" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.uk" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.uz-Cyrl-UZ" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.uz-Latn-UZ" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.vi" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.zh-CN" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.zh-Hans" version="2.2.0" targetFramework="net461" />
+  <package id="Humanizer.Core.zh-Hant" version="2.2.0" targetFramework="net461" />
   <package id="Microsoft.CSharp" version="4.4.0" targetFramework="net461" />
   <package id="Microsoft.Data.Sqlite.Core" version="2.0.0" targetFramework="net461" />
   <package id="Microsoft.EntityFrameworkCore" version="2.0.0" targetFramework="net461" />