diff --git a/optuna_dashboard/ts/components/ArtifactCardMedia.tsx b/optuna_dashboard/ts/components/ArtifactCardMedia.tsx
index 282b7432..fecef837 100644
--- a/optuna_dashboard/ts/components/ArtifactCardMedia.tsx
+++ b/optuna_dashboard/ts/components/ArtifactCardMedia.tsx
@@ -3,6 +3,7 @@ import {
   ThreejsArtifactViewer,
   isThreejsArtifact,
 } from "./ThreejsArtifactViewer"
+import { WaveSurferArtifactViewer } from "./WaveSurferArtifactViewer"
 import InsertDriveFileIcon from "@mui/icons-material/InsertDriveFile"
 import { CardMedia, Box } from "@mui/material"
 
@@ -43,9 +44,12 @@ export const ArtifactCardMedia: FC<{
           alignItems: "center",
         }}
       >
-        <audio controls style={{ width: "100%" }}>
-          <source src={urlPath} type={artifact.mimetype} />
-        </audio>
+        <WaveSurferArtifactViewer
+          height={100}
+          waveColor="rgb(200, 0, 200)"
+          progressColor="rgb(100, 0, 100)"
+          url={urlPath}
+        />
       </Box>
     )
   } else if (artifact.mimetype.startsWith("image")) {
diff --git a/optuna_dashboard/ts/components/WaveSurferArtifactViewer.tsx b/optuna_dashboard/ts/components/WaveSurferArtifactViewer.tsx
new file mode 100644
index 00000000..74177602
--- /dev/null
+++ b/optuna_dashboard/ts/components/WaveSurferArtifactViewer.tsx
@@ -0,0 +1,72 @@
+import React, { useCallback, useEffect, useState, useRef } from "react"
+import WaveSurfer from "wavesurfer.js"
+import { Box } from "@mui/material"
+
+interface WaveSurferArtifactViewerProps {
+  height: number
+  waveColor: string
+  progressColor: string
+  url: string
+}
+
+const useWavesurfer = (
+  containerRef: React.MutableRefObject<HTMLDivElement>,
+  options: WaveSurferArtifactViewerProps
+) => {
+  const [wavesurfer, setWavesurfer] = useState<WaveSurfer | null>(null)
+
+  useEffect(() => {
+    if (!containerRef.current) return
+
+    const ws = WaveSurfer.create({
+      ...options,
+      container: containerRef.current,
+    })
+
+    setWavesurfer(ws)
+
+    return () => {
+      ws.destroy()
+    }
+  }, [containerRef])
+
+  return wavesurfer
+}
+
+// Create a React component of wavesurfer.
+export const WaveSurferArtifactViewer: React.FC<
+  WaveSurferArtifactViewerProps
+> = (props) => {
+  const containerRef = useRef<HTMLDivElement>(null!)
+  const [isPlaying, setIsPlaying] = useState(false)
+  const wavesurfer = useWavesurfer(containerRef, props)
+
+  const onPlayClick = useCallback(() => {
+    if (!wavesurfer) return
+    wavesurfer.isPlaying() ? wavesurfer.pause() : wavesurfer.play()
+  }, [wavesurfer])
+
+  useEffect(() => {
+    if (!wavesurfer) return
+
+    setIsPlaying(false)
+
+    const subscriptions = [
+      wavesurfer.on("play", () => setIsPlaying(true)),
+      wavesurfer.on("pause", () => setIsPlaying(false)),
+    ]
+
+    return () => {
+      subscriptions.forEach((unsub) => unsub())
+    }
+  }, [wavesurfer])
+
+  return (
+    <Box style={{ width: "100%", display: "flex", flexDirection: "column" }}>
+      <div ref={containerRef} style={{ minHeight: "120px", width: "100%" }} />
+      <button onClick={onPlayClick} style={{ marginTop: "1em" }}>
+        {isPlaying ? "Pause" : "Play"}
+      </button>
+    </Box>
+  )
+}
diff --git a/package-lock.json b/package-lock.json
index 409d4225..05c79bb0 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -32,7 +32,8 @@
         "rehype-raw": "^6.1.1",
         "remark-gfm": "^3.0.1",
         "remark-math": "^5.1.1",
-        "three": "^0.155.0"
+        "three": "^0.155.0",
+        "wavesurfer.js": "^7.4.12"
       },
       "devDependencies": {
         "@babel/core": "^7.14.3",
@@ -14824,6 +14825,11 @@
         "node": ">=10.13.0"
       }
     },
+    "node_modules/wavesurfer.js": {
+      "version": "7.4.12",
+      "resolved": "https://registry.npmjs.org/wavesurfer.js/-/wavesurfer.js-7.4.12.tgz",
+      "integrity": "sha512-KzH4LkcOp8LECs9cOVIPBl6vsSoICKuZz+v5kh/zvxilpaVszU+QKC+4s2KEAqcCxBCecg3cNSg4RqAx278F8g=="
+    },
     "node_modules/web-namespaces": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/web-namespaces/-/web-namespaces-2.0.1.tgz",
@@ -25938,6 +25944,11 @@
         "graceful-fs": "^4.1.2"
       }
     },
+    "wavesurfer.js": {
+      "version": "7.4.12",
+      "resolved": "https://registry.npmjs.org/wavesurfer.js/-/wavesurfer.js-7.4.12.tgz",
+      "integrity": "sha512-KzH4LkcOp8LECs9cOVIPBl6vsSoICKuZz+v5kh/zvxilpaVszU+QKC+4s2KEAqcCxBCecg3cNSg4RqAx278F8g=="
+    },
     "web-namespaces": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/web-namespaces/-/web-namespaces-2.0.1.tgz",
diff --git a/package.json b/package.json
index 3e624c56..9e6e59e9 100644
--- a/package.json
+++ b/package.json
@@ -41,7 +41,8 @@
     "rehype-raw": "^6.1.1",
     "remark-gfm": "^3.0.1",
     "remark-math": "^5.1.1",
-    "three": "^0.155.0"
+    "three": "^0.155.0",
+    "wavesurfer.js": "^7.4.12"
   },
   "devDependencies": {
     "@babel/core": "^7.14.3",