Data Collection

Bilingual Code-Switching Conversation Contributor

Available in . Apply now on OneForma.

One-off paid session per recorded conversation, paid on completion and quality acceptance. Bahrain · Canada Available in 11 countries Bahrain Canada Greece Israel Kuwait Netherlands Oman Qatar Saudi Arabia Spain United Arab Emirates

Description:

We are looking for bilingual individuals who naturally blend English and their native language in everyday conversation. In this project, you will record natural spoken dialogue with another adult participant, capturing the way you genuinely switch between languages during real-world discussions.

This is a fully remote, one-off session that you complete from your own location. You will need a quiet environment and a device capable of making clear audio recordings. Each conversation is reviewed for quality and natural code-switching before payment is issued.

Purpose:

Natural code-switching data helps train AI systems to better understand and serve multilingual communities who mix languages in daily life. Your contributions directly improve speech recognition and natural language processing models, making voice assistants and translation tools more accurate and inclusive for real-world users.

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.

Similar Projects

Data Collection Data Collection

Paid Movement Recording Study in Las Vegas, Nevada

Join a paid, in-person movement study at our Las Vegas lab. Nevada residents aged 18 and over, $150 USD per session. Apply now on OneForma.

United States Freelance contract, self-booking for sessions.
$150 per session Apply
Data Collection Data Collection

Natural Conversation Video Recording Study

Participate in a natural, unscripted video conversation with another person on an assigned topic. Open in United States. Apply now on OneForma.

Session-based, paid per session. Each session runs 3–8 minutes; participants may complete up to 10 sessions total (max ~2 hours of recorded contribution). All sessions are moderated, whether onsite or remote.
$18 upon completion Apply
Data Collection Data Collection

Bilingual Code-Switching Group Recording Participant

Record natural bilingual conversation in a paid group recording, switching between your native language and English. Remote, per-session. Apply on OneForma.

France · Germany Available in 8 countries France Germany Italy Japan Malaysia Spain Taiwan United States One-off paid session per recorded conversation, paid on completion and quality acceptance.

Equal Opportunity At OneForma

OneForma welcomes experts from every background. Eligibility and selection are based on the requirements of each project, without discrimination based on race, ethnicity, gender, religion, disability, age, sexual orientation, cultural background, or any other characteristic protected by applicable law.