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Junghyun Koo

Sony AI / Sony Research

31 papers hereh-index 9350 citations33 works total

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

author position
  • first author7
  • middle author22

Across the 29 of 31 papers where every author was matched, so the position is known.

fields
  • cs.SD20
  • eess.AS9
  • cs.CL1
  • cs.CV1
affiliations
  • Sony AI / Sony Research
Homepage
same name
  • Junghyun Koo — 4 papers, h 2

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
20192026
most citedRepresentation Selective Self-distillation and wav2vec 2.0 Feature Exploration for Spoof-aware Speaker Verification

15 citations · 24 across the 25 of their papers we have counts for

collaborators
Showing 2024 · cs.SDShow all

3 papers · 2 filters

cs.SD2024

Variable Bitrate Residual Vector Quantization for Audio Coding

Yunkee Chae, Woosung Choi, Yuhta Takida +8

Recent state-of-the-art neural audio compression models have progressively adopted residual vector quantization (RVQ). Despite this success, these models employ a fixed number of c…

cs.SD2024

Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer

Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk +8

Music timbre transfer is a challenging task that involves modifying the timbral characteristics of an audio signal while preserving its melodic structure. In this paper, we propose…

cs.SD2024★ 3 cited

SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers

Junghyun Koo, Gordon Wichern, Francois G. Germain +2

We introduce Self-Monitored Inference-Time INtervention (SMITIN), an approach for controlling an autoregressive generative music transformer using classifier probes. These simple l…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.