diff --git a/api/funkwhale_api/music/filters.py b/api/funkwhale_api/music/filters.py
index d8d703407..f9eba868a 100644
--- a/api/funkwhale_api/music/filters.py
+++ b/api/funkwhale_api/music/filters.py
@@ -101,6 +101,7 @@ class ArtistFilter(
 
     q = fields.SearchFilter(search_fields=["name"], fts_search_fields=["body_text"])
     playable = filters.BooleanFilter(field_name="_", method="filter_playable")
+    has_albums = filters.BooleanFilter(field_name="_", method="filter_has_albums")
     tag = TAG_FILTER
     scope = common_filters.ActorScopeFilter(
         actor_field="tracks__uploads__library__actor", distinct=True
@@ -130,6 +131,12 @@ class ArtistFilter(
         actor = utils.get_actor_from_request(self.request)
         return queryset.playable_by(actor, value).distinct()
 
+    def filter_has_albums(self, queryset, name, value):
+        if value is True:
+            return queryset.filter(albums__isnull=False)
+        else:
+            return queryset.filter(albums__isnull=True)
+
 
 class TrackFilter(
     RelatedFilterSet,
diff --git a/changes/changelog.d/1053.feature b/changes/changelog.d/1053.feature
new file mode 100644
index 000000000..8f4c1b9d4
--- /dev/null
+++ b/changes/changelog.d/1053.feature
@@ -0,0 +1 @@
+Allow users to hide compilation artists on the artist search page (#1053)
\ No newline at end of file
diff --git a/docs/api/parameters.yml b/docs/api/parameters.yml
index f8345ff86..088716e22 100644
--- a/docs/api/parameters.yml
+++ b/docs/api/parameters.yml
@@ -67,6 +67,14 @@ Playable:
   schema:
     required: false
     type: "boolean"
+HasAlbums:
+  name: "has_albums"
+  in: "query"
+  default: null
+  description: "Filter/exclude artists with no associated albums"
+  schema:
+    required: false
+    type: "boolean"
 Refresh:
   name: "refresh"
   in: "query"
diff --git a/docs/swagger.yml b/docs/swagger.yml
index 6327dde77..6b34c752e 100644
--- a/docs/swagger.yml
+++ b/docs/swagger.yml
@@ -361,6 +361,7 @@ paths:
                   - name
                   - random
         - $ref: "./api/parameters.yml#/Playable"
+        - $ref: "./api/parameters.yml#/HasAlbums"
         - $ref: "./api/parameters.yml#/Library"
         - $ref: "./api/parameters.yml#/PageNumber"
         - $ref: "./api/parameters.yml#/PageSize"
diff --git a/front/src/components/library/Artists.vue b/front/src/components/library/Artists.vue
index 98d06e776..e72228589 100644
--- a/front/src/components/library/Artists.vue
+++ b/front/src/components/library/Artists.vue
@@ -44,6 +44,13 @@
               <option :value="parseInt(50)">50</option>
             </select>
           </div>
+          <div class="field">
+            <label><translate translate-context="Content/Search/Checkbox/Noun">Exclude Compilation Artists</translate></label>
+            <div id="excludeCompilation" class="ui fitted toggle checkbox">
+              <input id="exclude-compilation" v-model="excludeCompilation" true-value="true" false-value="null" type="checkbox">
+              <label></label>
+            </div>
+          </div>
         </div>
       </form>
       <div class="ui hidden divider"></div>
@@ -116,6 +123,7 @@ export default {
     return {
       isLoading: true,
       result: null,
+      excludeCompilation: true,
       page: parseInt(this.defaultPage),
       query: this.defaultQuery,
       tags: (this.defaultTags || []).filter((t) => { return t.length > 0 }),
@@ -161,6 +169,7 @@ export default {
         scope: this.scope,
         page: this.page,
         page_size: this.paginateBy,
+        has_albums: this.excludeCompilation,
         q: this.query,
         ordering: this.getOrderingAsString(),
         playable: "true",
@@ -195,6 +204,9 @@ export default {
     },
     "$store.state.moderation.lastUpdate": function () {
       this.fetchData()
+    },
+    excludeCompilation() {
+      this.fetchData()
     }
   }
 }
diff --git a/front/src/style/_main.scss b/front/src/style/_main.scss
index bcd41d204..c04600460 100644
--- a/front/src/style/_main.scss
+++ b/front/src/style/_main.scss
@@ -47,6 +47,7 @@ $bottom-player-height: 4rem;
 @import "./pages/_admin_account_detail.scss";
 @import "./pages/_admin_domain_detail.scss";
 @import "./pages/_admin_library.scss";
+@import "./pages/_artists.scss";
 @import "./pages/_home.scss";
 @import "./pages/_library.scss";
 @import "./pages/_notifications.scss";
diff --git a/front/src/style/pages/_artists.scss b/front/src/style/pages/_artists.scss
new file mode 100644
index 000000000..dd632dd53
--- /dev/null
+++ b/front/src/style/pages/_artists.scss
@@ -0,0 +1,7 @@
+#excludeCompilation {
+    margin-top: 0.7rem;
+}
+
+.ui.multiple.search.dropdown > input.search {
+    width: auto;
+}
\ No newline at end of file