Speaker diarization of karakalpak speech using a pretrained sortformer model under low-resource conditions

Kudaybergenov , Tangirbergen

Innovation science and technologiy · 2026-yil

Annotatsiya

pretrained Sortformer model was adapted to Karakalpak using a 20-hour multi-speaker speech corpus. Themodel was evaluated with DER and JER metrics to determine the effectiveness of language-specific adaptation for low-resourcespeaker diarization

DOI: 10.5281/zenodo.22768834 · Maqolaning asl sahifasi

Kalit so‘zlar

speaker diarization, Karakalpak language, low-resource speech, Sortformer, multi-speaker speech, overlapping speech, transfer learning, DER, JER.

Iqtibos keltirish

@article{kudaybergenovtangirbergen2026,
  title = {SPEAKER DIARIZATION OF KARAKALPAK SPEECH USING A PRETRAINED SORTFORMER MODEL UNDER LOW-RESOURCE CONDITIONS},
  author = {Kudaybergenov , Tangirbergen},
  journal = {Innovation science and technologiy},
  year = {2026},
  volume = {2},
  number = {9},
  pages = {202-207},
  doi = {10.5281/zenodo.22768834},
  url = {https://doi.org/10.5281/zenodo.22768834}
}

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