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Seungheon Doh

28 papers hereh-index 10553 citations28 works total

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

author position
  • first author15
  • middle author12

Across the 27 of 28 papers where every author was matched, so the position is known.

fields
  • cs.SD15
  • cs.IR8
  • cs.CL3
  • cs.LG1
  • cs.MM1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedEMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation

30 citations · 52 across the 25 of their papers we have counts for

collaborators
Showing 2023Show all

4 papers · 1 filter

cs.SD2023★ 7 cited

The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation

Ilaria Manco, Benno Weck, SeungHeon Doh +10

We introduce the Song Describer dataset (SDD), a new crowdsourced corpus of high-quality audio-caption pairs, designed for the evaluation of music-and-language models. The dataset…

cs.SD2023★ 4 cited

LP-MusicCaps: LLM-Based Pseudo Music Captioning

SeungHeon Doh, Keunwoo Choi, Jongpil Lee +1

Automatic music captioning, which generates natural language descriptions for given music tracks, holds significant potential for enhancing the understanding and organization of la…

cs.SD2023

Textless Speech-to-Music Retrieval Using Emotion Similarity

SeungHeon Doh, Minz Won, Keunwoo Choi +1

We introduce a framework that recommends music based on the emotions of speech. In content creation and daily life, speech contains information about human emotions, which can be e…

cs.IR2023

Music Playlist Title Generation Using Artist Information

Haven Kim, SeungHeon Doh, Junwon Lee +1

Automatically generating or captioning music playlist titles given a set of tracks is of significant interest in music streaming services as customized playlists are widely used in…

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