Scarce speaker and annotator pool

Maori speech dataset

We source Maori speech data to order: speaker recruitment, recording, transcription and annotation, delivered with the consent documentation that makes the dataset usable rather than merely delivered.

A single pair of over-ear headphones on a plain white background

What makes Maori hard to collect

Maori long vowels carry meaning, marked in writing with a macron that is often dropped. Fluent native speakers are also limited in number, so the speaker pool is small.

This is the part that cannot be templated. Every language has a specific failure mode, and a project that does not plan for it produces data that looks complete and trains badly.

Language profile

LanguageMaori
Primary regionAmericas & Pacific
Writing systemLatin
Collection difficultyScarce speaker and annotator pool

What we deliver for Maori

  • Collection to your specification

    Scripted or unscripted, in the language, domain and conditions your task needs. Specified separately where the variants need different contributor pools.

  • Labels to your convention

    Orthographic, phonetic or categorical, with the guideline written before production and shared with you for review.

  • Contributor metadata

    The attributes that let you slice the set rather than take it whole. The ones your task turns on, not a fixed list.

  • Consent documentation

    Signed contributor consent covering the intended use, plus collection methodology and the annotation guideline.

  • Pilot batch

    A small batch first, which you can reject. Misalignments surface after a few hours rather than at delivery.

  • Delivery in your format

    File format, structure, segmentation and metadata schema set to your pipeline's requirements.

Questions we get about Maori

How many distinct speakers can you provide for Maori?

It depends on the specification and the timeline, and we will give a real number rather than a target. Speaker recruitment is usually the step that sets the schedule for Maori, so the answer to this question is also the answer to how long the project takes.

Can you annotate to a custom guideline?

Yes, and for Maori we would recommend it. The default conventions for this language leave several decisions open, and those decisions are exactly where annotators diverge. Send us your guideline, or we will draft one and you can review it before production.

Do you offer a sample before we commit?

Yes. Select a free sample in the request form and describe what you need. A pilot batch is the cheapest way to establish whether the quality bar is reachable before committing to a full run.

What if Maori is not something you can source?

Then we will tell you rather than take the order. We would rather decline a project than deliver something that does not meet the specification.

Other languages in the Americas and the Pacific

  • Quechua

    Americas & Pacific · Latin

    • Dialect split
  • Guarani

    Americas & Pacific · Latin

    • Code-switching
  • Nahuatl

    Americas & Pacific · Latin

    • Dialect split
  • Yucatec Maya

    Americas & Pacific · Latin

    • Tone system
  • Aymara

    Americas & Pacific · Latin

    • Scarce speakers
  • Haitian Creole

    Americas & Pacific · Latin

    • Scarce speakers

Request Maori speech data

Tell us the language, the hours, and what the data needs to look like. You will get a real number and a real timeline, not a range. If we cannot source it well, we will tell you that instead.

  • Pilot batch before the full run, so problems surface early.
  • Consent documentation delivered with the data.
  • No medical or clinical data. No recorded telephone calls.

We reply within two business days. Your details are used only to answer this request. See our privacy policy.

  1. You send the spec Language, hours, recording conditions, and the deadline.
  2. We reply within two business days A real number and a real timeline, not a range.
  3. You approve a pilot batch A small run first, so problems surface before the full order.
  4. Full run, then delivery with documents Audio, transcripts, and the consent record for every speaker.
Contact

Talk to a human

Send a specification and we will come back with a real number and timeline.

Submit a sourcing request

Or use the contact form