diff --git a/i18nviews.module b/i18nviews.module
index db7b44d..7830d23 100644
--- a/i18nviews.module
+++ b/i18nviews.module
@@ -107,13 +107,21 @@ function i18nviews_translate_tab_access() {
 /**
  * Find the location source for a certain expression.
  */
-function i18nviews_locale_source($translation, $textgroup, $language = NULL) {
+function i18nviews_locale_source($translation, $textgroup, $language = NULL, $transform = FALSE) {
   if (!isset($language)) {
     $language = $GLOBALS['language']->language;
   }
   $select = db_select('locales_source', 'ls');
-  $select->innerJoin('locales_target', 'lt', '(ls.lid = lt.lid AND lt.translation = :translation AND lt.language = :language AND ls.textgroup = :textgroup )', array(
-      ':translation' => $translation,
+  $select->innerJoin('locales_target', 'lt', 'ls.lid = lt.lid');
+  if ($transform)
+    $select->where("replace(convert(lt.translation using utf8), ' ', '-') like :translation", array(
+        ':translation' => $translation,
+    ));
+  else
+    $select->where('convert(lt.translation using utf8) like :translation', array(
+        ':translation' => $translation,
+    ));
+  $select->where('lt.language = :language AND ls.textgroup = :textgroup', array(
       ':language' => $language,
       ':textgroup' => $textgroup,
   ));
diff --git a/includes/i18nviews_plugin_argument_validate_i18n_taxonomy_term.inc b/includes/i18nviews_plugin_argument_validate_i18n_taxonomy_term.inc
index f06e39a..58aef5b 100644
--- a/includes/i18nviews_plugin_argument_validate_i18n_taxonomy_term.inc
+++ b/includes/i18nviews_plugin_argument_validate_i18n_taxonomy_term.inc
@@ -57,11 +57,13 @@ class i18nviews_plugin_argument_validate_i18n_taxonomy_term extends views_plugin
       case 'i18n_name':
       case 'i18n_convert':
         // Check to see if the term is in fact localised
-        $localised = i18nviews_locale_source($argument, 'taxonomy');
+        $localised = i18nviews_locale_source($argument, 'taxonomy', NULL, $transform);
         if (!empty($localised)) {
           // If it is localised I set the $argument to the orginal and tell the view that the argument has been localized and to use the source
           $argument = $localised->source;
           $this->argument->argument = $localised->source;
+          // If it is localized, then I must not use the transform any more
+          $transform = false;
         }
 
         if ($type == 'i18n_tid' || $type == 'i18n_tids') {