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Yuma Koizumi

38 papers hereh-index 282.8k citations76 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author15
  • middle author20
  • last author1

Across the 36 of 38 papers where every author was matched, so the position is known.

fields
  • eess.AS26
  • cs.SD8
  • stat.ML3
  • cs.CL1
same name
  • Yuma Koizumi — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedUnsupervised Detection of Anomalous Sound based on Deep Learning and the Neyman-Pearson Lemma

143 citations · 527 across the 38 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

eess.AS2023

LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus

Yuma Koizumi, Heiga Zen, Shigeki Karita +7

This paper introduces a new speech dataset called ``LibriTTS-R'' designed for text-to-speech (TTS) use. It is derived by applying speech restoration to the LibriTTS corpus, which c…

cs.SD2023★ 4 cited

Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring

Kota Dohi, Keisuke Imoto, Noboru Harada +7

We present the task description of the Detection and Classification of Acoustic Scenes and Events (DCASE) 2023 Challenge Task 2: ``First-shot unsupervised anomalous sound detection…

cs.SD2023★ 1 cited

Miipher: A Robust Speech Restoration Model Integrating Self-Supervised Speech and Text Representations

Yuma Koizumi, Heiga Zen, Shigeki Karita +7

Speech restoration (SR) is a task of converting degraded speech signals into high-quality ones. In this study, we propose a robust SR model called Miipher, and apply Miipher to a n…

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