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We are seeking fluent Russian speakers to participate in short, natural, recorded conversations that reflect authentic human communication. In this role, you will engage in 15-minute unscripted discussions with a matched conversation partner on everyday topics. Your recordings will directly support the development of next-generation AI systems—helping them better understand natural speech patterns, conversational flow, and real-world human interaction.

We are seeking fluent Hindi speakers to participate in short, natural, recorded conversations that reflect authentic human communication. In this role, you will engage in 15-minute unscripted discussions with a matched conversation partner on everyday topics. Your recordings will directly support the development of next-generation AI systems—helping them better understand natural speech patterns, conversational flow, and real-world human interaction.

We are seeking fluent Spanish speakers to participate in short, natural, recorded conversations that reflect authentic human communication. In this role, you will engage in 15-minute unscripted conversations in Spanish with a matched conversation partner on everyday topics. Your recordings will directly support the development of next-generation AI systems by helping them better understand natural Spanish speech, conversational flow, regional accents, and real-world human interaction.

We are seeking fluent English speakers based in the United States to participate in high-quality audio transcription and annotation tasks. In this role, you will listen to recorded conversations and accurately transcribe and label audio data to support the development of advanced AI systems. These tasks involve converting speech into text while capturing nuances such as tone, pauses, disfluencies, and non-verbal elements (e.g., laughter, breathing). Your work will help train and evaluate next-generation conversational AI by providing precise, structured, and context-rich datasets. Your contributions will directly support the development of AI systems that better understand human speech, intent, and real-world conversational dynamics.

We are seeking fluent English speakers based in the United States and Canada to participate in short, natural, recorded video conversations that reflect authentic human communication. In this role, you will engage in 15-minute unscripted video discussions with a matched conversation partner on everyday topics. Your recordings will directly support the development of next-generation AI systems—helping them better understand natural speech patterns, facial expressions, conversational flow, and real-world human interaction.

We are seeking fluent British English speakers based in the United Kingdom to participate in short, natural, recorded conversations that reflect authentic human communication. In this role, you will engage in unscripted discussions with a matched conversation partner on everyday topics. Your recordings will directly support the development of next-generation AI systems—helping them better understand natural speech patterns, conversational flow, accents, and real-world human interaction.

We are seeking fluent English speakers based in the United States and Canada to participate in short, natural, recorded conversations that reflect authentic human communication. In this role, you will engage in 15-minute unscripted discussions with a matched conversation partner on everyday topics. Your recordings will directly support the development of next-generation AI systems—helping them better understand natural speech patterns, conversational flow, and real-world human interaction.