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researcher

Timo I. Denk

9 papers hereh-index 61.2k citations10 works total

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

author position
  • first author3
  • middle author3
  • last author1

Across the 7 of 9 papers where every author was matched, so the position is known.

fields
  • cs.SD5
  • cs.CL2
  • cs.IR1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedMusicLM: Generating Music From Text

189 citations · 313 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

4 papers · 1 filter

q-bio.NC2023★ 3 cited

Brain2Music: Reconstructing Music from Human Brain Activity

Timo I. Denk, Yu Takagi, Takuya Matsuyama +4

The process of reconstructing experiences from human brain activity offers a unique lens into how the brain interprets and represents the world. In this paper, we introduce a metho…

cs.SD2023★ 2 cited

V2Meow: Meowing to the Visual Beat via Video-to-Music Generation

Kun Su, Judith Yue Li, Qingqing Huang +8

Video-to-music generation demands both a temporally localized high-quality listening experience and globally aligned video-acoustic signatures. While recent music generation models…

cs.SD2023★ 50 cited

Noise2Music: Text-conditioned Music Generation with Diffusion Models

Qingqing Huang, Daniel S. Park, Tao Wang +12

We introduce Noise2Music, where a series of diffusion models is trained to generate high-quality 30-second music clips from text prompts. Two types of diffusion models, a generator…

cs.SD2023★ 189 cited

MusicLM: Generating Music From Text

Andrea Agostinelli, Timo I. Denk, Zalán Borsos +10

We introduce MusicLM, a model generating high-fidelity music from text descriptions such as "a calming violin melody backed by a distorted guitar riff". MusicLM casts the process o…

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