Bilingual Code-Switching Group Recording Participant

AI Trainer Jobs; United States; Remote; Full time

Benefits offered by this job

Remote work

One-off session payment

Job summary

AI Trainer Jobs is seeking individuals to record bilingual conversations for data collection. You will participate in remote group sessions, mixing your native language with English, and will be paid per completed session.

Each session lasts about 3.5 hours and requires a stable internet connection and a quiet workspace. Participants must be fluent in English and their native language, with genuine code-switching between the two.

Qualifications

• Must be fluent in English and your native language.
• Able to switch between languages naturally during conversation.
• Stable internet connection and quiet environment required.

Responsibilities

• Record natural bilingual conversations in a remote setup.
• Contribute to a paid group recording session with 1–2 other participants.
• Ensure sessions meet quality acceptance criteria and are completed per guidelines.
• Session details: 3.5 hours total, paid per completed session.

Skills

Fluent English

Bilingual proficiency

Code-switching ability

Reliable internet

Job description

Record a natural group conversation that mixes English with your native language. See the language, recording, and participation requirements.
Domain: Data Collection · Type: Data Collection · Pay: $75 · Location: France · Germany
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. One-off paid session per recorded conversation, paid on completion and quality acceptance. France · Germany +6 Available in 8 countries France Germany Italy Japan Malaysia Spain Taiwan United States Open · Accepting applications This role is available in 8 languages Vietnamese - United States Chinese - Malaysia Chinese - Taiwan Japanese - Japan French - France Spanish - Spain Italian - Italy German - Germany 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.