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Multilingual

Bilingual Code-Switching Group Recording Participant

OneForma logoOneForma
Remote in 8 countries

Germany, Spain, France, Italy, Japan, Malaysia, Taiwan, United States

ContractPosted 1mo ago

About the role

Description

Most bilingual people do not speak one language at a time. Mid-sentence an English word simply lands better than the alternative, so that is the word you reach for. Speech technology still handles that badly, because almost no recorded data captures it. Only people who genuinely live between two languages can supply it.

You will join an online call with 1-2 other participants and record a natural conversation in your native language, mixing in English words and phrases the way you normally would. This is known as code-switching. Roughly one out of every three sentences should include English, reflecting real-world bilingual communication. Conversation topics can range from news events and personal interests to fictitious stories, keeping the dialogue authentic and engaging.

Each session involves a minimum of four recordings, ensuring ample data for model training. You will need a stable internet connection, a quiet environment, and a device with a working microphone. Sessions are conducted remotely, offering flexibility to contribute from anywhere.

This project suits native speakers who are also proficient in English and comfortable conversing naturally in both languages. Your participation directly supports speech technology that serves multilingual communities more accurately.

Purpose

This project helps speech technology understand and process code-switching, a common pattern in multilingual communities. By providing authentic examples of mixed-language conversation, you enable speech recognition and natural language understanding models to serve the communities you are part of far better. The result is more inclusive, accurate, and context-aware language technology across global markets.

Main Requirements

  • Adults 18+ who speak both English and their native language fluently and switch between them naturally in everyday conversation.
  • Must record with another adult participant.

Preferred Qualifications

  • Diverse age range welcome; conversations are more representative when speakers of different ages take part.

Compensation

One-off paid session per recorded conversation, paid on completion and quality acceptance. The session rate covers a full session of 3.5 hours. A shorter session is prorated against that, so you are paid for the time you take part.

Details

  • Work Mode: remote
  • Location: Fully remote, recorded from the participants’ own location, in the country selected during application.
  • Time Commitment: One-off paid session per recorded conversation, paid on completion and quality acceptance.
  • Language: Fluent in English and in the participant’s native language, with genuine everyday code-switching between the two.

Where you can work

This role is 100% remote, for applicants located in these 8 countries: Germany, Spain, France, Italy, Japan, Malaysia, Taiwan and United States.

From OneForma's job posting, checked Oct 18, 2026.

About OneForma

Centific's global microtask crowd: annotation, judging, transcription, and translation.

How it pays: Twice-monthly and fee-free per OneForma; third-party reviews cite PayPal (also Payoneer/Tipalti), some reporting a monthly cycle and ~$50 minimum

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