AI Dataset Annotation & Linguistics
Linguistic annotation and phonetic tagging for language datasets
Core Capabilities & Scope
Linguistic annotation, phonetic transcription and semantic tagging, with languages and task guidelines confirmed before work begins.
Human-in-the-loop linguistic annotation powering artificial intelligence, natural language understanding, and automated speech recognition (ASR) engines. We deliver tokenized Named Entity Recognition (NER), intent classification, phoneme alignment, and red-teaming evaluations for language datasets, with language coverage, specialist availability and evaluation criteria confirmed for each project.
Making sure your models don’t hallucinate on the job.
What Linguistic Data Annotation Means
Linguistic annotation adds agreed labels or descriptions to text or speech so a dataset can be used for analysis, evaluation or model development.
SCOPE DISTINCTION
Annotation and Model Development
Annotation follows defined guidelines. Model training, software development, dataset licensing and guarantees about model performance are not included automatically.
Examples of Work We Can Scope
- Text categories, intent labels and named entities
- Speech transcription and audio labels
- Language review of outputs against a defined rubric
Brief, Style & Reference Inputs
Provide sample data, label definitions, edge cases, required formats and review criteria. Confirm permissions to use the data and restrictions on access or external tools.
How the Work Proceeds
- Assess a sample and agree languages, guidelines and review criteria.
- Run an agreed pilot to clarify ambiguous labels.
- Complete the scoped annotation and review, then deliver the agreed dataset format.
Standard Deliverables
- Speech Audio Tagging
- Named Entity Recognition (NER)
- Intent Classification
- Model Evaluation
How to Request a Quote
Share the number of records or audio hours, languages, label complexity and review expectations. Availability and any specialist tasks are confirmed per project.
Summon a QuoteSupported Language Pairs
Share your language pair, dialect and subject. Availability and specialist requirements are confirmed for each project.
Explore Language Profiles →