Index: wp-admin/includes/class-wp-posts-list-table.php
===================================================================
--- wp-admin/includes/class-wp-posts-list-table.php	(revision 32764)
+++ wp-admin/includes/class-wp-posts-list-table.php	(working copy)
@@ -323,6 +323,27 @@
 				wp_dropdown_categories( $dropdown_options );
 			}
 
+			$taxonomies = get_object_taxonomies( $this->screen->post_type, 'objects' );
+			$taxonomies = wp_filter_object_list( $taxonomies, array( 'show_admin_filter' => true ), 'and', 'name' );
+
+			foreach ( $taxonomies as $taxonomy ) {
+				$taxonomy = get_taxonomy( $taxonomy );
+				$dropdown_options = array(
+					'show_option_all' => $taxonomy->labels->all_items,
+					'taxonomy' => $taxonomy->name,
+					'name' => $taxonomy->query_var,
+					'hide_empty' => 0,
+					'hierarchical' => $taxonomy->hierarchical,
+					'show_count' => 0,
+					'orderby' => 'name',
+					'selected' => get_query_var( $taxonomy->query_var ),
+					'value_field' => 'slug'
+				);
+
+				echo '<label class="screen-reader-text" for="' . $taxonomy->query_var . '">' . sprintf( __( 'Filter by %s' ), $taxonomy->labels->singular_name ) . '</label>';
+				wp_dropdown_categories( $dropdown_options );
+			}
+
 			/**
 			 * Fires before the Filter button on the Posts and Pages list tables.
 			 *