diff --git a/src/synthesis/common.ts b/src/synthesis/common.ts
new file mode 100644
index 00000000..029ead19
--- /dev/null
+++ b/src/synthesis/common.ts
@@ -0,0 +1,22 @@
+import { AltJTalkConfig, SynthesisOption } from "node-altjtalk-binding";
+
+export type Task = {
+  inputText: string;
+  option: SynthesisOption;
+};
+
+export type Result = {
+  type: "task";
+  data: Int16Array;
+};
+
+export function isAltJTalkConfigValid(arg: unknown): arg is AltJTalkConfig {
+  return (
+    typeof arg === "object" &&
+    arg !== null &&
+    "dictionary" in arg &&
+    "model" in arg &&
+    typeof arg.dictionary === "string" &&
+    typeof arg.model === "string"
+  );
+}
diff --git a/src/synthesis/index.ts b/src/synthesis/index.ts
index 4606a7ab..26cf6e9b 100644
--- a/src/synthesis/index.ts
+++ b/src/synthesis/index.ts
@@ -1,6 +1,5 @@
 import { Readable } from "node:stream";
 import * as util from "node:util";
-import { Worker } from "node:worker_threads";
 import {
   AudioResource,
   StreamType,
@@ -8,22 +7,12 @@ import {
 } from "@discordjs/voice";
 import { Message } from "discord.js";
 import { AltJTalkConfig, SynthesisOption } from "node-altjtalk-binding";
-import { Result, Task } from "./task";
+import { Result, Task } from "./common";
 import WorkerPool from "./worker-pool";
 
-class SynthesizeWorkerPool extends WorkerPool<Task, Result> {
-  constructor(
-    private config: AltJTalkConfig,
-    numThreads?: number,
-  ) {
-    super(new URL("task.js", import.meta.url), numThreads ?? 1);
-  }
-
-  protected override prepareWorker(worker: Worker): void {
-    worker.postMessage({
-      type: "setup",
-      config: this.config,
-    } satisfies Task);
+class SynthesizeWorkerPool extends WorkerPool<Task, Result, AltJTalkConfig> {
+  constructor(config: AltJTalkConfig, numThreads?: number) {
+    super(new URL("task", import.meta.url), config, numThreads ?? 1);
   }
 
   public async synthesize(
@@ -31,15 +20,11 @@ class SynthesizeWorkerPool extends WorkerPool<Task, Result> {
     option: SynthesisOption,
   ): Promise<Int16Array> {
     const result = await util.promisify(this.runTask.bind(this))({
-      type: "task",
       inputText,
       option,
     });
-    if (!result) throw new Error("Task returned error!");
-    if (result.type !== "task")
-      throw new Error("Task returned wrong type of response!");
-
-    return result?.data;
+    if (result) return result?.data;
+    else throw new Error("Task returned error!");
   }
 }
 
diff --git a/src/synthesis/task.ts b/src/synthesis/task.ts
index 36d6e3d8..28b9acd3 100644
--- a/src/synthesis/task.ts
+++ b/src/synthesis/task.ts
@@ -1,45 +1,19 @@
-import { parentPort } from "node:worker_threads";
-import {
-  AltJTalk,
-  AltJTalkConfig,
-  SynthesisOption,
-} from "node-altjtalk-binding";
+import { parentPort, workerData } from "node:worker_threads";
+import { AltJTalk } from "node-altjtalk-binding";
+import { Result, Task, isAltJTalkConfigValid } from "./common";
 
-export type Task =
-  | {
-      type: "setup";
-      config: AltJTalkConfig;
-    }
-  | {
-      type: "task";
-      inputText: string;
-      option: SynthesisOption;
-    };
+if (!isAltJTalkConfigValid(workerData))
+  throw new Error("AltJTalk config is invalid.");
 
-export type Result = {
-  type: "task";
-  data: Int16Array;
-};
-
-let synthesizer: AltJTalk | undefined = undefined;
+const synthesizer: AltJTalk = AltJTalk.fromConfig(workerData);
 
 if (parentPort) {
   parentPort.on("message", (task: Task) => {
     if (!parentPort) return;
-
-    switch (task.type) {
-      case "setup":
-        synthesizer = AltJTalk.fromConfig(task.config);
-        break;
-      case "task": {
-        if (!synthesizer) throw new Error("Synthesizer is not initialized!");
-        const data = synthesizer.synthesize(task.inputText, task.option);
-        parentPort.postMessage({
-          type: "task",
-          data,
-        } satisfies Result);
-        break;
-      }
-    }
+    const data = synthesizer.synthesize(task.inputText, task.option);
+    parentPort.postMessage({
+      type: "task",
+      data,
+    } satisfies Result);
   });
 }
diff --git a/src/synthesis/worker-pool.ts b/src/synthesis/worker-pool.ts
index bc7d8d7a..a0ab9548 100644
--- a/src/synthesis/worker-pool.ts
+++ b/src/synthesis/worker-pool.ts
@@ -4,6 +4,11 @@ import { AsyncResource } from "node:async_hooks";
 import { EventEmitter } from "node:events";
 import { Worker } from "node:worker_threads";
 
+const isTsNode = () => {
+  const tsNodeSymbol = Symbol.for("ts-node.register.instance");
+  return tsNodeSymbol in process && !!process[tsNodeSymbol];
+};
+
 const kWorkerFreedEvent = Symbol("kWorkerFreedEvent");
 
 type Callback<R> = (err: Error | null, result: R | null) => void;
@@ -21,14 +26,15 @@ class WorkerPoolTaskInfo<R> extends AsyncResource {
   }
 }
 
-export default class WorkerPool<T, R> extends EventEmitter {
-  workers: Worker[];
-  freeWorkers: Worker[];
-  workerInfo = new Map<number, WorkerPoolTaskInfo<R>>();
-  tasks: { task: T; callback: Callback<R> }[];
+export default class WorkerPool<T, R, W> extends EventEmitter {
+  private workers: Worker[];
+  private freeWorkers: Worker[];
+  private workerInfo = new Map<number, WorkerPoolTaskInfo<R>>();
+  private tasks: { task: T; callback: Callback<R> }[];
 
   constructor(
-    private workerPath: URL,
+    protected workerPath: string | URL,
+    protected workerData: W,
     numThreads: number,
   ) {
     super();
@@ -50,8 +56,10 @@ export default class WorkerPool<T, R> extends EventEmitter {
   }
 
   protected addNewWorker() {
-    const worker = new Worker(this.workerPath);
-    this.prepareWorker(worker);
+    const worker = new Worker(this.workerPath, {
+      execArgv: isTsNode() ? ["--loader", "ts-node/esm"] : undefined,
+      workerData: this.workerData,
+    });
     worker.on("message", (result: R) => {
       // In case of success: Call the callback that was passed to `runTask`,
       // remove the `TaskInfo` associated with the Worker, and mark it as free
@@ -81,9 +89,6 @@ export default class WorkerPool<T, R> extends EventEmitter {
     this.emit(kWorkerFreedEvent);
   }
 
-  // eslint-disable-next-line @typescript-eslint/no-unused-vars
-  protected prepareWorker(worker: Worker) {}
-
   protected runTask(task: T, callback: Callback<R>) {
     const worker = this.freeWorkers.pop();
     if (!worker) {