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French Text-to-Speech and English Audio Generation Workflow

This workflow automatically converts French text into French speech, transcribes the generated audio into text, then translates it into English, and finally generates an English audio file. By combining high-quality text-to-speech and speech-to-text services, it automates the processing of multilingual content, enhancing the efficiency of language learning, content creation, and cross-national communication. It is suitable for various scenarios, including education, creative work, and translation.

Workflow Diagram
French Text-to-Speech and English Audio Generation Workflow Workflow diagram

Workflow Name

French Text-to-Speech and English Audio Generation Workflow

Key Features and Highlights

This workflow automates the entire process of converting French text into French speech, transcribing the generated audio, translating the transcription into English, and finally producing an English audio file. Its highlight lies in the seamless integration of ElevenLabs’ high-quality text-to-speech service with OpenAI’s speech-to-text and translation capabilities, enabling smooth multilingual text and audio conversion.

Core Problems Addressed

It addresses the need for automated multilingual speech content generation and translation, specifically for scenarios involving French source text converted into English speech. This eliminates the tedious manual steps of recording, transcribing, and translating, significantly improving content production efficiency and accuracy.

Application Scenarios

  • Language Learning Support: Assists learners in understanding French content and its English translation through both listening and reading.
  • Multilingual Content Production: Automated generation of voiceovers for videos, podcasts, and multilingual promotional materials.
  • Cross-Language Communication: Quickly converts French information into English speech to facilitate international communication and dissemination.

Main Process Steps

  1. Manually trigger the workflow start.
  2. Set the ElevenLabs voice ID and input the French text to be converted.
  3. Call the ElevenLabs API to synthesize the French text into a French audio file.
  4. Use OpenAI’s Whisper model to transcribe the generated French audio into text.
  5. Utilize OpenAI’s GPT model to translate the transcribed text into English.
  6. Call the ElevenLabs API again to synthesize the English text into an English audio file.
  7. Output both French and English audio files for subsequent use.

Involved Systems or Services

  • ElevenLabs: Provides high-quality text-to-speech services.
  • OpenAI API: Includes Whisper for speech-to-text and GPT series language models for text translation.
  • n8n Workflow Automation Platform: Integrates various nodes to enable automatic triggering and data flow management.

Target Users and Value

  • Language Educators and Learners: Enhance language skills through multi-modal exposure—listening, speaking, and reading.
  • Content Creators and Marketers: Rapidly generate multilingual voiceovers to boost content reach and impact.
  • Multinational Enterprises and Translation Services: Automate and accelerate multilingual information processing and dissemination, reducing labor costs.