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rekody/kalenjin-asr: v1.0.0 — paper release

Domaine:

natural language processing

Type de record:

softwaremodel
Créateur:
Ton
Éditeur:
Zenodo
Hôte:avatar
First public release, accompanying the preprint "Open Kalenjin Automatic Speech Recognition: Adapting Parakeet-TDT to a Low-Resource Nilotic Language" (Kipkemboi, 2026). kalebench/: scoring harness (CER/WER, paired bootstrap B=2000 seed=1234, significance), L0-L2 orthographic normalizer (normalize_kln.py), tier rescorer (rescore_tiers.py), 198-clip held-out evaluation manifest (gold text + filename pointers, speaker IDs pseudonymized), archived evaluation artifacts. CC-BY-SA-4.0. asr-train/: Parakeet-TDT-0.6B-v3 fine-tuning pipeline for Modal. MIT. No audio is redistributed; the source corpus (Anv-ke/Kalenjin, AfriVoices-KE) remains gated under its own access and consent terms. Every number in the paper regenerates from the files in this release; see the paper's Appendix A and kalebench/paper/artifacts/asr_eval_report.json (frozen protocol, hashed evaluation set).

Visit

doi.org

Tasks

automatic speech recognitionspeech processing

Languages

KalenjinKipsigis

Licenses

Creative Commons Attribution 4.0 Internationalhttps://creativecommons.org/licenses/by/4.0/legalcode

Similaires

rekody/kalenjin-asr

rekody/kalenjin-asr

Open Kalenjin ASR: evaluation harness, orthographic normalizer, and Parakeet-TDT fine-tuning pipelin