Andreas Arzt

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The Austrian Research Institute for Artificial Intelligence

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Johannes Kepler University Linz

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∙ 09/04/2019

Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification

Distribution mismatches between the data seen at training and at applica...

Paul Primus, et al. ∙

∙ 07/13/2019

Learning Complex Basis Functions for Invariant Representations of Audio

Learning features from data has shown to be more successful than using h...

Stefan Lattner, et al. ∙

∙ 06/26/2019

Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval

Connecting large libraries of digitized audio recordings to their corres...

Stefan Balke, et al. ∙

∙ 02/12/2019

Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies

There has been a rapid growth of digitally available music data, includi...

Meinard Müller, et al. ∙

∙ 07/19/2018

Audio-to-Score Alignment using Transposition-invariant Features

Audio-to-score alignment is an important pre-processing step for in-dept...

Andreas Arzt, et al. ∙

∙ 11/07/2017

The ACCompanion v0.1: An Expressive Accompaniment System

In this paper we present a preliminary version of the ACCompanion, an ex...

Carlos Cancino-Chacón, et al. ∙

∙ 08/07/2017

Aktuelle Entwicklungen in der Automatischen Musikverfolgung

In this paper we present current trends in real-time music tracking (a.k...

Andreas Arzt, et al. ∙

∙ 07/31/2017

Learning Audio - Sheet Music Correspondences for Score Identification and Offline Alignment

This work addresses the problem of matching short excerpts of audio with...

Matthias Dorfer, et al. ∙

∙ 07/14/2017

Modeling Harmony with Skip-Grams

String-based (or viewpoint) models of tonal harmony often struggle with ...

David R. W. Sears, et al. ∙

∙ 12/15/2016

Towards Score Following in Sheet Music Images

This paper addresses the matching of short music audio snippets to the c...

Matthias Dorfer, et al. ∙