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Matthias Mauch

4 papers hereh-index 212.6k citations63 works total

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

author position
  • middle author2
  • last author2

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

fields
  • cs.IR2
  • cs.CL1
  • cs.SD1
same name
  • Matthias Mauch — 2 papers
  • Matthias Mauch — 1 paper, h 0

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
20142022
most citedSequential Complexity as a Descriptor for Musical Similarity

11 citations · 17 across the 4 of their papers we have counts for

collaborators
Showing cs.IRShow all

2 papers · 1 filter

cs.IR2022★ 1 cited

Multi-objective Hyper-parameter Optimization of Behavioral Song Embeddings

Massimo Quadrana, Antoine Larreche-Mouly, Matthias Mauch

Song embeddings are a key component of most music recommendation engines. In this work, we study the hyper-parameter optimization of behavioral song embeddings based on Word2Vec on…

cs.IR2014★ 11 cited

Sequential Complexity as a Descriptor for Musical Similarity

Peter Foster, Matthias Mauch, Simon Dixon

We propose string compressibility as a descriptor of temporal structure in audio, for the purpose of determining musical similarity. Our descriptors are based on computing track-wi…

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