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S. Dixon

27 papers hereh-index 499.7k citations237 works total

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

author position
  • middle author6
  • last author20

Across the 26 of 27 papers where every author was matched, so the position is known.

fields
  • cs.SD15
  • cs.IR3
  • cs.LG3
  • eess.AS3
  • cs.AI1
  • cs.MM1
same name
  • S. Dixon — 22 papers, h 9
  • S. Dixon — 10 papers, h 9
  • S. Dixon — 5 papers, h 4
  • S. Dixon — 4 papers, h 8
  • S. Dixon — 2 papers, h 2
  • S. Dixon — 1 paper, h 9

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
20142023
most citedWave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation

75 citations · 156 across the 22 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.SD2022★ 2 cited

Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model

Yixiao Zhang, Junyan Jiang, Gus Xia +1

Lyric interpretations can help people understand songs and their lyrics quickly, and can also make it easier to manage, retrieve and discover songs efficiently from the growing mas…

cs.SD2022

Towards Robust Unsupervised Disentanglement of Sequential Data -- A Case Study Using Music Audio

Yin-Jyun Luo, Sebastian Ewert, Simon Dixon

Disentangled sequential autoencoders (DSAEs) represent a class of probabilistic graphical models that describes an observed sequence with dynamic latent variables and a static late…

cs.SD2022

A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization

Ruchit Agrawal, Daniel Wolff, Simon Dixon

Performance-score synchronization is an integral task in signal processing, which entails generating an accurate mapping between an audio recording of a performance and the corresp…

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