I use qtranslate-x plugin for site translation.
Works well, but on my custom term's page I see description in all languages.
I use this code to display term information:
$term = $wp_query->queried_object;
echo '<h1>'. $term->name . '</h1>';
echo '<p>' . $term->description . '</p>';