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Translate Chinese text to multilingual audio with GPT-4o and ElevenLabs

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Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

How It Works This workflow provides automated Chinese text translation with high quality audio synthesis for language learning platforms, content creators, and international communication teams. It...

Best for

  • Content Creation automation workflows
  • Multimodal AI automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.webhook, n8n-nodes-base.set, n8n-nodes-base.code, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.httprequest, n8n-nodes-base.respondtowebhook

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Cheng Siong Chin.

Original n8n.io source

1.1 Workflow description

Title
Translate Chinese text to multilingual audio with GPT-4o and ElevenLabs
Workflow name
Translate Chinese text to multilingual audio with GPT-4o and ElevenLabs

How It Works

This workflow provides automated Chinese text translation with high-quality audio synthesis for language learning platforms, content creators, and international communication teams. It addresses the challenge of converting Chinese text into accurate multilingual translations with natural-sounding voiceovers. The system receives Chinese text via webhook, validates input formatting, and processes it through an AI translation agent that generates multiple language versions. Each translation is converted to speech using ElevenLabs' neural voice models, then formatted into professional audio responses. A quality review agent evaluates translation accuracy, cultural appropriateness, and audio clarity against predefined criteria. High-scoring outputs are returned via webhook for immediate use, while low-quality results trigger review processes, ensuring consistent delivery of publication-ready multilingual audio content.

Setup Steps

  1. Obtain OpenAI API key and configure in "Translation Agent"
  2. Set up ElevenLabs account, generate API key
  3. Configure webhook URL and update in source applications to trigger workflow
  4. Customize target languages and voice settings in translation and ElevenLabs nodes
  5. Adjust quality thresholds in "Check Quality Score"
  6. Update output webhook endpoint in "Return Audio Files" node

Prerequisites

Active accounts: OpenAI API access, ElevenLabs subscription.

Use Cases

Chinese language learning apps, international marketing content localization

Customization

Add additional target languages, modify voice characteristics and speaking rates

Benefits

Automates 95% of translation workflow, delivers publication-ready audio in minutes

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Webhook Trigger

Type / Role
n8n-nodes-base.webhook - webhook
Config choices
Version 2.1

Block 2 - Workflow Configuration

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 3 - Validate Chinese Text

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 4 - Translation Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 3.1

Block 5 - OpenAI Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.3

Block 6 - Structured Output Parser

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.3

Block 7 - Split Translations

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 8 - Generate Speech with ElevenLabs

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.3

Block 9 - Format Audio Response

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 10 - Return Audio Files

Type / Role
n8n-nodes-base.respondToWebhook - respondToWebhook
Config choices
Version 1.5

Block 11 - Quality Review Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 3.1

Block 12 - OpenAI Chat Model1

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.3

Block 13 - Structured Output Parser1

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.3

Block 14 - Check Quality Score

Type / Role
n8n-nodes-base.if - if
Config choices
Version 2.3

Block 15 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 16 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 17 - Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 18 - Sticky Note3

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 19 - Sticky Note4

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 20 - Sticky Note5

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 21 - Sticky Note6

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

3. Summary Table

Workflow Translate Chinese text to multilingual audio with GPT-4o and ElevenLabs
Complexity advanced
Nodes 21
Categories Content Creation, Multimodal AI
Author Cheng Siong Chin
Published 02 Jan 2026

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/12382/12382.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Translate Chinese text to multilingual audio with GPT-4o and ElevenLabs do?

How It Works This workflow provides automated Chinese text translation with high quality audio synthesis for language learning platforms, content creators, and international communication teams. It...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Content Creation, Multimodal AI use case.