diff --git a/music-houduan/src/main/java/com/test/musichouduan/service/impl/SingerServiceImpl.java b/music-houduan/src/main/java/com/test/musichouduan/service/impl/SingerServiceImpl.java
index 8bf6fd1..5dcd0ff 100644
--- a/music-houduan/src/main/java/com/test/musichouduan/service/impl/SingerServiceImpl.java
+++ b/music-houduan/src/main/java/com/test/musichouduan/service/impl/SingerServiceImpl.java
@@ -93,10 +93,14 @@ public class SingerServiceImpl implements SingerService {
         // 构建查询条件
         Specification<Singer> spec = (root, query, cb) -> {
             List<Predicate> predicates = new ArrayList<>();
+            query.distinct(true); // 添加 distinct 查询
 
             // 关键字查询
             if (StringUtils.hasText(keyword)) {
-                predicates.add(cb.like(root.get("name"), "%" + keyword + "%"));
+                Predicate p1 = cb.like(root.get("name"), "%" + keyword + "%");
+                Predicate p2 = cb.like(root.get("introduction"), "%" + keyword + "%");
+                Predicate p3 = cb.like(root.join("musics", jakarta.persistence.criteria.JoinType.LEFT).get("name"), "%" + keyword + "%");
+                predicates.add(cb.or(p1, p2, p3));
             }
 
             // 类型查询
diff --git a/music-qianduan/src/views/Singer.vue b/music-qianduan/src/views/Singer.vue
index 850d099..3d6da4a 100644
--- a/music-qianduan/src/views/Singer.vue
+++ b/music-qianduan/src/views/Singer.vue
@@ -243,7 +243,7 @@ onMounted(() => {
     </div>
 
     <!-- 热门歌手 -->
-    <div class="hot-singers" v-if="activeType === null && currentPage === 1">
+    <div class="hot-singers" v-if="!keyword && activeType === null && currentPage === 1">
       <h2>热门歌手</h2>
       <div class="singer-list" v-loading="loadingHot">
         <div
@@ -277,7 +277,8 @@ onMounted(() => {
 
     <!-- 歌手列表 -->
     <div class="all-singers">
-      <h2 v-if="activeType === null && currentPage === 1">全部歌手</h2>
+      <h2 v-if="keyword">搜索结果</h2>
+      <h2 v-else-if="activeType === null && currentPage === 1">全部歌手</h2>
       <div class="singer-list" v-loading="loading">
         <div
           v-for="singer in singers"