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Sangeun Kum

4 papers hereh-index 7248 citations12 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.SD2
  • eess.AS2

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedSemi-supervised learning using teacher-student models for vocal melody extraction

16 citations · 20 across the 3 of their papers we have counts for

collaborators
Showing eess.ASShow all

2 papers · 1 filter

eess.AS2022

Pseudo-Label Transfer from Frame-Level to Note-Level in a Teacher-Student Framework for Singing Transcription from Polyphonic Music

Sangeun Kum, Jongpil Lee, Keunhyoung Luke Kim +2

Lack of large-scale note-level labeled data is the major obstacle to singing transcription from polyphonic music. We address the issue by using pseudo labels from vocal pitch estim…

eess.AS2020★ 16 cited

Semi-supervised learning using teacher-student models for vocal melody extraction

Sangeun Kum, Jing-Hua Lin, Li Su +1

The lack of labeled data is a major obstacle in many music information retrieval tasks such as melody extraction, where labeling is extremely laborious or costly. Semi-supervised l…

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