diff --git a/publish/changeLog.md b/publish/changeLog.md
index 12da4150..0f16df4a 100644
--- a/publish/changeLog.md
+++ b/publish/changeLog.md
@@ -9,6 +9,7 @@
 - 修正搜索歌曲提示框文案（#2050）
 - 优化播放详情页UI，歌曲名字、歌手等文字过长时被截断的问题（#2049）
 - Scheme URL 的播放歌曲允许更长的专辑名称
+- 播放本地歌曲时，将优先尝试读取本地同名字的 `jpg` 或 `png` 图片作为播放封面显示，若文件不存在则从音频文件内读取，最后再尝试使用在线图片（#2096）
 
 ### 修复
 
diff --git a/src/renderer/utils/music.ts b/src/renderer/utils/music.ts
index 65cb8c53..3c935849 100644
--- a/src/renderer/utils/music.ts
+++ b/src/renderer/utils/music.ts
@@ -117,6 +117,13 @@ const getFileMetadata = async(path: string) => {
  * @param path 路径
  */
 export const getLocalMusicFilePic = async(path: string) => {
+  const filePath = new RegExp('\\' + extname(path) + '$')
+  let picPath = path.replace(filePath, '.jpg')
+  let stats = await getFileStats(picPath)
+  if (stats) return picPath
+  picPath = path.replace(filePath, '.png')
+  stats = await getFileStats(picPath)
+  if (stats) return picPath
   const metadata = await getFileMetadata(path)
   if (!metadata) return null
   const { selectCover } = await import('music-metadata')
diff --git a/src/renderer/worker/main/music.ts b/src/renderer/worker/main/music.ts
index d2ebc5c8..daeb04c2 100644
--- a/src/renderer/worker/main/music.ts
+++ b/src/renderer/worker/main/music.ts
@@ -15,6 +15,7 @@ const getTempDir = async() => {
 export const getMusicFilePic = async(filePath: string) => {
   const picture = await getLocalMusicFilePic(filePath)
   if (!picture) return ''
+  if (typeof picture == 'string') return picture
   if (picture.data.length > 400_000) {
     try {
       const tempDir = await getTempDir()