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Bilingual Code-Switching Group Recording Participant

OneForma · Vietnamese - United States, Chinese - Malaysia, Chinese - Taiwan, Japanese - Japan, French - France, Spanish - Spain, Italian - Italy, German - Germany · Translation / linguistics

Bilingual Code-Switching Group Recording Participant is an open role at OneForma, located in Vietnamese - United States, Chinese - Malaysia, Chinese - Taiwan, Japanese - Japan, French - France, Spanish - Spain, Italian - Italy, German - Germany.

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At a glance

Pay
Not disclosedOneForma doesn't publish a rate for this listing
Location
Vietnamese - United States, Chinese - Malaysia, Chinese - Taiwan, Japanese - Japan, French - France, Spanish - Spain, Italian - Italy, German - Germany
Listed
Since Sep 16, last confirmed Oct 24

From OneForma’s listing

“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.”
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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 mor

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About OneForma: part of Centific. See the full profile →

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Frequently asked questions

How do I apply for the Bilingual Code-Switching Group Recording Participant role at OneForma?

Applications go through OneForma's own portal - HumanSourcer links to the listing and never collects applications or handles hiring. OneForma's access model is "Apply" (Registration / project application). This listing was first seen here on September 16, 2026 and was still live at the last check.

Is the Bilingual Code-Switching Group Recording Participant role at OneForma remote?

This role is listed for: Vietnamese - United States, Chinese - Malaysia, Chinese - Taiwan, Japanese - Japan, French - France, Spanish - Spain, Italian - Italy, German - Germany.

What does the Bilingual Code-Switching Group Recording Participant role at OneForma pay?

OneForma doesn't state a rate on this listing. HumanSourcer never fills that gap with an estimate, so the absence is the source's, not a hole in this page. OneForma's profile shows what its rate-carrying listings do advertise.

What kind of work is Bilingual Code-Switching Group Recording Participant?

Translation / linguistics. Translation, speech, annotation, collection, quality and multilingual AI work

Is OneForma a legitimate AI-training platform?

Centific contributor platform - and that relationship is rated "Confirmed" here because it can be checked against www.centific.com rather than taken on OneForma's word. Confidence describes how well the ownership is evidenced. It is not a rating of how the platform treats the people who work for it, which no public source covers reliably.

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