Audit linguist submissions to verify validate/correct decisions on AI-generated IPA transcriptions.
Confirm IPA transcriptions match audio pronunciations and flag inconsistencies.
Work in client-owned platform to meet turnaround times and quality standards.
Welo Global is a leader in multilingual AI, technology, and content solutions serving over 2,000 clients in 300 languages. The company combines globally scaled multilingual infrastructure, including a network of over 500,000 linguists and domain experts, with advanced NLP and compliance backed by seven ISO certifications.
Audit 30% of production output to ensure rating quality and consistency during the pilot phase.
Identify and flag miscalibration or inconsistent scoring across raters.
Provide clear, actionable feedback and corrections to raters to maintain alignment.
Welo Data provides AI services, focusing on data annotation and quality assurance for machine learning models. They are a global freelance community with a collaborative, independent culture.
Audit 30% of production output during the pilot phase to ensure rating quality and consistency.
Identify and flag miscalibration or inconsistent scoring across raters.
Provide clear, actionable feedback and corrections to raters.
Welo Data provides AI services and general application support. They are a freelance-oriented company focused on data quality and AI training projects.
Review and label AI-generated conversation transcripts for language quality and technical accuracy.
Evaluate JSON structures, formatting, and overall response quality using structured rubrics.
Participate in live, real-time audio scenarios and capture required session artifacts.
An enterprise client is seeking contractors to help improve AI-generated audio outputs through expert evaluation. The project offers flexible scheduling and the potential for ongoing work beyond the initial 2-3 month period.
Listen carefully to short audio clips in Portuguese (Brazil).
Verify and correct word-level timestamp and segment boundaries from an automated system.
Review and correct spoken-form transcriptions following a detailed style guide.
Welo Data provides AI services such as speech data annotation and transcription. The company works with a global freelance community, emphasizing detail and consistency in remote work.
Listen to recorded audio conversations in Dutch and transcribe them accurately into text.
Follow formatting and transcription guidelines to ensure high quality.
Complete assigned tasks within required deadlines while maintaining confidentiality.
Terry Soot Management Group is a field data collection company founded in 2017, collecting data for speech recording, transcription, image and video collection, and AI training across Europe and North America. They are a small to medium-sized European firm with a focus on remote, flexible project-based work.
Evaluate prompts and AI-generated outputs for accuracy, clarity, and cultural appropriateness.
Review and correct text, analyze multimedia content, and contribute voice recordings.
Apply careful judgment to ensure high-quality results aligned with task objectives.
LILT provides multilingual AI and human-verified services to enterprises, governments, and AI developers. The company has a global community of linguists and language professionals committed to innovation and excellence.
Audit 30% of production output during the pilot phase to ensure rating quality and consistency.
Identify and flag miscalibration or inconsistent scoring across raters.
Provide clear, actionable feedback and corrections to raters.
Welo Data provides AI services, including data annotation and rating for machine learning projects. It is a community of freelancers working on various AI-related tasks.
Listen carefully to short US English audio recordings and assess clarity and accuracy.
Review and correct word-level timestamps and segment boundaries from an automated system.
Verify and edit spoken-form transcriptions according to detailed style guides.
This company specializes in speech-data annotation for AI training. It is a project-based employer offering freelance remote work with flexible scheduling.
Transcribe audio and text data accurately according to project guidelines.
Segment audio recordings and perform quality assurance checks on completed work.
Follow detailed instructions and apply feedback to maintain high-quality standards.
This enterprise client provides high-quality, diverse datasets for AI model development. They focus on improving AI-powered language and speech models through careful data annotation.
Verbatim transcribe Mandarin Chinese audio with 98%+ accuracy.
Timestamp segments with less than 500ms deviation and label speakers.
Annotate non-speech events like laughter and background noise.
CrowdGen by Appen provides AI training data services to improve machine learning models. It connects independent contractors with flexible, remote project-based work, offering fair global pay and scalable earnings.
Audit 30% of production output during the initial pilot phase to ensure rating quality and consistency.
Identify and flag miscalibration or inconsistent scoring across raters, providing clear feedback.
Complete onboarding and training ahead of the production pool's rollout while working independently.
Welo Data is an AI services company that provides data annotation and quality assurance for AI projects. They are a growing community of freelancers and contractors, fostering a remote work culture with a focus on accuracy and consistency.
Review completed Display Transcription tasks for accuracy and consistency.
Verify correct punctuation, capitalization, numbers, dates, and text normalization.
Apply quality standards and meet productivity targets while working independently.
TSMG is a company that specializes in AI language data collection and quality control for speech recognition systems. They offer flexible project-based work and provide training to contributors, with a focus on accuracy and consistency.
Collect data according to detailed project guidelines and specifications.
Ensure collected data meets the project's required standards and apply feedback for corrections.
Maintain consistent quality and productivity throughout the project.
Our enterprise client is a leading provider of high-quality, diverse datasets for AI model development. They are seeking skilled contributors to support AI training initiatives focused on improving AI-powered language and speech models.