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researcher

Rainer Kelz

12 papers hereh-index 7402 citations13 works total

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

author position
  • first author7
  • middle author5

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.SD7
  • cs.LG3
  • eess.AS2

identity via Semantic Scholar / OpenAlex

activity
20152022
most citedOn the Potential of Simple Framewise Approaches to Piano Transcription

66 citations · 152 across the 12 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.SD2018

Learning to Transcribe by Ear

Rainer Kelz, Gerhard Widmer

Rethinking how to model polyphonic transcription formally, we frame it as a reinforcement learning task. Such a task formulation encompasses the notion of a musical agent and an en…

cs.SD2018

Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling

Rainer Kelz, Gerhard Widmer

We measure the effect of small amounts of systematic and random label noise caused by slightly misaligned ground truth labels in a fine grained audio signal labeling task. The task…

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