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Matthias Dorfer

20 papers hereh-index 221.4k citations46 works total

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

author position
  • first author9
  • middle author10

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • cs.IR6
  • cs.LG6
  • cs.SD5
  • cs.AI3

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedOn the Potential of Simple Framewise Approaches to Piano Transcription

66 citations · 244 across the 18 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

cs.SD2018★ 1 cited

Attention as a Perspective for Learning Tempo-invariant Audio Queries

Matthias Dorfer, Jan Hajič, Gerhard Widmer

Current models for audio--sheet music retrieval via multimodal embedding space learning use convolutional neural networks with a fixed-size window for the input audio. Depending on…

cs.AI2018★ 12 cited

Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game

Matthias Dorfer, Florian Henkel, Gerhard Widmer

Score following is the process of tracking a musical performance (audio) with respect to a known symbolic representation (a score). We start this paper by formulating score followi…

cs.IR2018★ 15 cited

A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership

Andreu Vall, Matthias Dorfer, Markus Schedl +1

Automated music playlist continuation is a common task of music recommender systems, that generally consists in providing a fitting extension to a given playlist. Collaborative fil…

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