diff --git a/download.html b/download.html
index 58927e8a9..05980fd6f 100644
--- a/download.html
+++ b/download.html
@@ -14,15 +14,15 @@
 
 <p>Remember <em>youtube-dl</em> requires <a href="http://www.python.org/">Python</a> version 2.6, 2.7, or 3.2+ to work except for Windows exe.</p>
 
-<p><a href="https://yt-dl.org/downloads/2017.05.18.1/youtube-dl.exe">Windows exe</a> requires <a href="https://www.microsoft.com/en-US/download/details.aspx?id=5555">Microsoft Visual C++ 2010 Redistributable Package (x86)</a> and does not require Python that is already embedded into the binary.</p>
+<p><a href="https://yt-dl.org/downloads/2017.05.23/youtube-dl.exe">Windows exe</a> requires <a href="https://www.microsoft.com/en-US/download/details.aspx?id=5555">Microsoft Visual C++ 2010 Redistributable Package (x86)</a> and does not require Python that is already embedded into the binary.</p>
 
-<h2><a href="https://yt-dl.org/downloads/2017.05.18.1/youtube-dl">2017.05.18.1</a> (<a href="https://yt-dl.org/downloads/2017.05.18.1/youtube-dl.sig">sig</a>)</h2>
+<h2><a href="https://yt-dl.org/downloads/2017.05.23/youtube-dl">2017.05.23</a> (<a href="https://yt-dl.org/downloads/2017.05.23/youtube-dl.sig">sig</a>)</h2>
 
-<p><strong>SHA256</strong>: 98fefa499475beb8a7cf82207e00ff2e43d97540afdfc7450fd23055912c5b76</p>
+<p><strong>SHA256</strong>: 3e1923fa8d1df928355fb4c2b2175734eaefae2bd291080f06dcd75d2ad0023b</p>
 
 <p>
-	<a href="https://yt-dl.org/downloads/2017.05.18.1/youtube-dl.exe">Windows exe</a> (<a href="https://yt-dl.org/downloads/2017.05.18.1/youtube-dl.exe.sig">sig</a> - SHA256 00cd87c079255e083d4f55338bdf410c31a487c1e78d75b6ecf0a19d91662116)<br>
-	<a href="https://yt-dl.org/downloads/2017.05.18.1/youtube-dl-2017.05.18.1.tar.gz">Full source + docs + binary tarball</a> (<a href="https://yt-dl.org/downloads/2017.05.18.1/youtube-dl-2017.05.18.1.tar.gz.sig">sig</a> - SHA256 549f0ff6400bf0db966f4f2bec7fcf102ae9aff2e044c649c1dcdbd90f6fa299)
+	<a href="https://yt-dl.org/downloads/2017.05.23/youtube-dl.exe">Windows exe</a> (<a href="https://yt-dl.org/downloads/2017.05.23/youtube-dl.exe.sig">sig</a> - SHA256 fc41f34a2e7804db012abb476aa473a8c63cd6c8690e75067234cef70b1ebf20)<br>
+	<a href="https://yt-dl.org/downloads/2017.05.23/youtube-dl-2017.05.23.tar.gz">Full source + docs + binary tarball</a> (<a href="https://yt-dl.org/downloads/2017.05.23/youtube-dl-2017.05.23.tar.gz.sig">sig</a> - SHA256 8dc76390c1651950b9332651438e0169140369cf721f77fd88285ca4246342d9)
 </p>
 
 <p>To install it right away for all UNIX users (Linux, OS X, etc.), type:
diff --git a/supportedsites.html b/supportedsites.html
index cdcdf13f2..4536ae90f 100644
--- a/supportedsites.html
+++ b/supportedsites.html
@@ -818,7 +818,7 @@
 	<li><b>ToonGoggles</b></li>
 	<li><b>Tosh</b>: Tosh.0</li>
 	<li><b>tou.tv</b></li>
-	<li><b>Toypics</b>: Toypics user profile</li>
+	<li><b>Toypics</b>: Toypics video</li>
 	<li><b>ToypicsUser</b>: Toypics user profile</li>
 	<li><b>TrailerAddict</b> (Currently broken)</li>
 	<li><b>Trilulilu</b></li>
diff --git a/update/LATEST_VERSION b/update/LATEST_VERSION
index 05df0a4fe..77e610178 100644
--- a/update/LATEST_VERSION
+++ b/update/LATEST_VERSION
@@ -1 +1 @@
-2017.05.18.1
\ No newline at end of file
+2017.05.23
\ No newline at end of file
diff --git a/update/releases.atom b/update/releases.atom
index 9b86d22a1..1f0143a6b 100644
--- a/update/releases.atom
+++ b/update/releases.atom
@@ -3,7 +3,7 @@
     <link rel="self" href="http://rg3.github.io/youtube-dl/update/releases.atom" />
     <title>youtube-dl releases</title>
     <id>https://yt-dl.org/feed/youtube-dl-updates-feed</id>
-    <updated>2017-05-18T23:01:30.383104Z</updated>
+    <updated>2017-05-23T00:19:40.680673Z</updated>
     
 	<entry>
 	    <id>https://yt-dl.org/feed/youtube-dl-updates-feed/youtube-dl-2012.02.22</id>
@@ -11705,4 +11705,19 @@
 	    <updated>2017-05-18T00:00:01Z</updated>
 	</entry>
 
+	<entry>
+	    <id>https://yt-dl.org/feed/youtube-dl-updates-feed/youtube-dl-2017.05.23</id>
+	    <title>New version 2017.05.23</title>
+	    <link href="http://rg3.github.io/youtube-dl" />
+	    <content type="xhtml">
+	        <div xmlns="http://www.w3.org/1999/xhtml">
+	            Downloads available at <a href="https://yt-dl.org/downloads/2017.05.23/">https://yt-dl.org/downloads/2017.05.23/</a>
+	        </div>
+	    </content>
+	    <author>
+	        <name>The youtube-dl maintainers</name>
+	    </author>
+	    <updated>2017-05-23T00:00:00Z</updated>
+	</entry>
+
 </feed>
\ No newline at end of file
diff --git a/update/versions.json b/update/versions.json
index 738b07600..398d9dac0 100644
--- a/update/versions.json
+++ b/update/versions.json
@@ -1,6 +1,6 @@
 {
-    "latest": "2017.05.18.1",
-    "signature": "959ca9b18d371d25b8d0c9bcdd5350dda32c791e0b9773915a63e7b27d926e5a96c8fdfc902efc28ed4533636f66b4d844d42138cfad6b79e98fe472db1abdc66f54b5dfa7657f3a1905ecfca0e1f20d93802e940c903840b1a78d0b0b39b0741d6a224cb53da8da771d0797a79afbab7d9a62c98ed591ff02d2680b9a0d0046",
+    "latest": "2017.05.23",
+    "signature": "787e7aacf19773f366f2edbb6a66d3add9460f01370d0ddb686762def615f08b8c7f52f99068a7fbfd0ac425bd1c680a70780e7de7d750c727d47a9ae499149867829c092eb77e54b5024200a58fd480bd5b188869d95040426152f79fd0773a8f17e1a676487f97a2ce73a1e1d972c1b951d56ff0055086a681b70f03423c13",
     "versions": {
         "2012.02.22": {
             "bin": [
@@ -10927,6 +10927,20 @@
                 "https://yt-dl.org/downloads/2017.05.18.1/youtube-dl-2017.05.18.1.tar.gz",
                 "549f0ff6400bf0db966f4f2bec7fcf102ae9aff2e044c649c1dcdbd90f6fa299"
             ]
+        },
+        "2017.05.23": {
+            "bin": [
+                "https://yt-dl.org/downloads/2017.05.23/youtube-dl",
+                "3e1923fa8d1df928355fb4c2b2175734eaefae2bd291080f06dcd75d2ad0023b"
+            ],
+            "exe": [
+                "https://yt-dl.org/downloads/2017.05.23/youtube-dl.exe",
+                "fc41f34a2e7804db012abb476aa473a8c63cd6c8690e75067234cef70b1ebf20"
+            ],
+            "tar": [
+                "https://yt-dl.org/downloads/2017.05.23/youtube-dl-2017.05.23.tar.gz",
+                "8dc76390c1651950b9332651438e0169140369cf721f77fd88285ca4246342d9"
+            ]
         }
     }
 }
\ No newline at end of file