How custom datasets are built, from requirement discovery to secure delivery.
From requirement discovery to secure delivery, each collection program is designed around your exact specification.
Language, modality, geography, demographic, annotation schema, volume, quality and timeline requirements captured with your team.
Collection protocol covering recruitment, recording setup, consent, metadata capture and acceptance criteria.
Participants recruited to match the target demographic, language and speaker profile.
Small pilot collection validates quality, consent flow and recording setup before scaling.
Full-scale collection under documented guidelines with daily oversight and consent tracking.
Collected data validated against specification, quality thresholds and metadata completeness.
Structured metadata captured per item: language, channel, sample rate, speaker, domain and annotation.
Multi-level QC then secure delivery via SFTP, S3, GCS or controlled access as agreed.
Describe your dataset requirement and we'll propose a program.