diff --git a/ext/js/language/zh/chinese.js b/ext/js/language/zh/chinese.js
index c024cad3bd..a824cb7f51 100644
--- a/ext/js/language/zh/chinese.js
+++ b/ext/js/language/zh/chinese.js
@@ -71,5 +71,5 @@ export function isCodePointChinese(codePoint) {
 
 /** @type {import('language').ReadingNormalizer} */
 export function normalizePinyin(str) {
-    return str.normalize('NFC').toLowerCase().replace(/[\s・:]|\/\//g, '');
+    return str.normalize('NFC').toLowerCase().replace(/[\s・:'’-]|\/\//g, '');
 }
diff --git a/test/language/chinese-reading-normalizer.test.js b/test/language/chinese-reading-normalizer.test.js
index 151f58c194..ad6f9a88c4 100644
--- a/test/language/chinese-reading-normalizer.test.js
+++ b/test/language/chinese-reading-normalizer.test.js
@@ -25,6 +25,9 @@ const tests = [
     ['wán:zhěng', 'wánzhěng'],
     ['fān・yì', 'fānyì'],
     ['fān//yì', 'fānyì'],
+    ['fān’yì', 'fānyì'],
+    ['fān\'yì', 'fānyì'],
+    ['fān-yì', 'fānyì'],
 ];
 
 describe('Normalize Pinyin', () => {