diff --git a/migrations/20190325001339_releases.js b/migrations/20190325001339_releases.js
index d6cd486f..8bcb2605 100644
--- a/migrations/20190325001339_releases.js
+++ b/migrations/20190325001339_releases.js
@@ -1024,7 +1024,7 @@ exports.up = knex => Promise.resolve()
 				SELECT releases.* FROM (
 					SELECT
 						releases_search.release_id,
-						ts_rank(releases_search.document, to_tsquery('english', array_to_string(regexp_split_to_array(query, E'\\s+'), '|'))) AS rank
+						ts_rank(releases_search.document, to_tsquery('english', regexp_replace(query, '[\\s._-]+', '|', 'gi'))) AS rank
 					FROM releases_search
 					) ranks
 				LEFT JOIN releases ON releases.id = ranks.release_id
diff --git a/src/releases.js b/src/releases.js
index 9ecb6759..a853635c 100644
--- a/src/releases.js
+++ b/src/releases.js
@@ -134,7 +134,7 @@ async function fetchScenes(limit = 100) {
 
 async function searchScenes(query, limit = 100) {
 	const releases = await knex
-		.from(knex.raw('search_releases(?) as releases', [query]))
+		.from(knex.raw('search_releases(:query) as releases', { query }))
 		.modify(withRelations, false, true)
 		.limit(Math.min(limit, 1000000));