---
language:
- en
task_categories:
- audio-classification
tags:
- names
- pronunciation
- namecoach
pretty_name: NetJets NameCoach Pronunciation Review
---

# NetJets NameCoach Pronunciation Review

Derived from the existing `Namecoach/netjets-name-asr` `train` split and the
`HEDB_Conf` worksheet in `NetJets Submission Post-Processing_ 2_11_22 - 04_23.xlsx`.

This review-safe dataset keeps all 36,704 existing HF train rows and only
the requested columns: `Name`, embedded playable `audio`, `Final Phonetic`,
`phonetic_system`, `n_total`, and `perc`. Audio is stored as bytes with
`audio.path = null`, so it does not depend on a local source path.

`n_total`/`perc` use an exact full-name + phonetic match from `HEDB_Conf` when
available; otherwise they are deterministically derived from the complete HF
train split by surname and pronunciation variant. This keeps every existing HF
row usable while preserving the workbook context where it is unambiguous.

The Argilla review queue uses exactly 1,669 deterministic rows
selected across pronunciation ambiguity, coverage bands, and surname groups.
Most selected surname groups are kept complete so alternate recorded forms stay
together.