Fully Automated Multilingual Videos Using Make.com & AI

Introduction

In the modern online world, global content creation is a must. Yet, video multilingual content creation has usually been costly and time-consuming in the past. Make.com (previously known as Integromat) provides a great no-code approach that enables creators to revolutionize their workflow automation by automatically captioning and converting videos into a variety of languages without any manual intervention.

Understanding the Power of No-Code Automation for Content Creation

The automation workflow we're exploring today leverages several powerful APIs and services:

• Google Drive for file storage

• Google Translate for text translation

• ElevenLabs for AI voice synthesis

• ChatGPT's Whisper for transcription

• JSON to Video for caption generation

This combo allows you to automatically produce versions of a single movie in Spanish, German, Italian, or any other language you choose, with genuine-sounding voiceovers and synced captions.

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Developing Your Multilingual Video Automation System: A Step-by-Step Guide

Step 1: Setting Up Your Source Video

1. Utilize Google Drive for storing your video.

2. Name the folder "multilingual clips" or something similar.

3. Giving permission to "Anyone with the link" to distribute the file.

4. The shared URL can be used to copy the file ID.

   
   

Step 2: Configuring the Initial Modules

1. Begin with an HTTP module to download your source file

2. Add Cloud Convert to transform the video into an MP3 audio file

3. Use ChatGPT's Whisper to create an accurate transcription

4. Set up an iterator to loop through your target languages (e.g., "es" for Spanish, "de" for German)

   
   

Leveraging AI Services for Translation and Voice Generation

Setting Up Google Translate API

1. Create a new project in Google Cloud Console

2. Enable the Cloud Translation API

3. Set up billing (there's a small charge for this service)

4. Generate an API key

   
   

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Integrating ElevenLabs for Natural-Sounding Voiceovers

1. Create an ElevenLabs account

2. Using their Instant Voice Cloning function to clone your own voice is optional.

3. Select the "11 Multilingual Version 2" model

4. Connect the translated text to generate audio files

   
   

Final Production: Adding Captions and Creating Finished Videos

Using JSON to Video for Caption Generation

1. Create a JSON to Video account and obtain your API key

2. Configure a request over HTTP with particular parameters:

• Original video file ID

• Generated audio file

• Language code for captions

  
  

Managing File Storage and Distribution

The final steps involve:

1. Adding a "Sleep" module to allow processing time

2. Retrieving the completed video from JSON to Video

3. Uploading the finished multilingual videos back to Google Drive

   
   

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Practical Applications and Business Benefits

This automated multilingual video system offers numerous advantages:

• Increased Global Reach: Communicate with audiences in their native tongues instantly

• Big Cost Savings: Get rid of the need for voice actors, interpreters, and video editors.

• Time-to-Market Quicker: Cut production time from weeks to hours

• Consistent Brand Voice: Maintain the same voice across all language versions

• Scalable Solution: Easily add more languages as your audience grows

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Conclusion: Embracing the Future of Content Automation

For content producers and digital marketers, the ability to generate multilingual material at scale represents a new frontier. Using no-code platforms such as Make.com combined with AI services, you can revolutionize your content strategy without requiring technical expertise.

Key takeaways:

1. Everyone can produce multilingual videos thanks to no-code automation.

2. The process combines file handling, transcription, translation, voice synthesis, and caption generation

3. Once set up, the system runs without human intervention

4. You can easily scale to additional languages as needed

Whether you're an individual producer looking to target global consumers or an international company wanting to simplify localization processes, this machine-based method provides a refined, cost-effective solution to one of content marketing's most intractable problems.