Andreas Arzt

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The Austrian Research Institute for Artificial Intelligence ∙ Johannes Kepler University Linz

Learning Complex Basis Functions for Invariant Representations of Audio

Learning features from data has shown to be more successful than using h...
07/13/2019 ∙ by Stefan Lattner, et al. ∙ 2 ∙ share

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Towards Score Following in Sheet Music Images

This paper addresses the matching of short music audio snippets to the c...
12/15/2016 ∙ by Matthias Dorfer, et al. ∙ 0 ∙ share

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Modeling Harmony with Skip-Grams

String-based (or viewpoint) models of tonal harmony often struggle with ...
07/14/2017 ∙ by David R. W. Sears, et al. ∙ 0 ∙ share

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

This work addresses the problem of matching short excerpts of audio with...
07/31/2017 ∙ by Matthias Dorfer, et al. ∙ 0 ∙ share

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The ACCompanion v0.1: An Expressive Accompaniment System

In this paper we present a preliminary version of the ACCompanion, an ex...
11/07/2017 ∙ by Carlos Cancino-Chacón, et al. ∙ 0 ∙ share

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Aktuelle Entwicklungen in der Automatischen Musikverfolgung

In this paper we present current trends in real-time music tracking (a.k...
08/07/2017 ∙ by Andreas Arzt, et al. ∙ 0 ∙ share

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Audio-to-Score Alignment using Transposition-invariant Features

Audio-to-score alignment is an important pre-processing step for in-dept...
07/19/2018 ∙ by Andreas Arzt, et al. ∙ 0 ∙ share

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

There has been a rapid growth of digitally available music data, includi...
02/12/2019 ∙ by Meinard Müller, et al. ∙ 0 ∙ share

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

Connecting large libraries of digitized audio recordings to their corres...
06/26/2019 ∙ by Stefan Balke, et al. ∙ 0 ∙ share

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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...
09/04/2019 ∙ by Paul Primus, et al. ∙ 0 ∙ share

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Andreas Arzt

Featured Co-authors

Gerhard Widmer

Maarten Grachten

Hamid Eghbal-zadeh

Matthias Dorfer

Stefan Lattner

Carlos Cancino-Chacón

David R. W. Sears

Khaled Koutini

Monika Dörfler

Amaury Durand

Meinard Müller

Learning Complex Basis Functions for Invariant Representations of Audio

Towards Score Following in Sheet Music Images

Modeling Harmony with Skip-Grams

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

The ACCompanion v0.1: An Expressive Accompaniment System

Aktuelle Entwicklungen in der Automatischen Musikverfolgung

Audio-to-Score Alignment using Transposition-invariant Features

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

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

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