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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...
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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...
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06/26/2019
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval
Connecting large libraries of digitized audio recordings to their corres...
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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...
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07/19/2018
Audio-to-Score Alignment using Transposition-invariant Features
Audio-to-score alignment is an important pre-processing step for in-dept...
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11/07/2017
The ACCompanion v0.1: An Expressive Accompaniment System
In this paper we present a preliminary version of the ACCompanion, an ex...
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08/07/2017
Aktuelle Entwicklungen in der Automatischen Musikverfolgung
In this paper we present current trends in real-time music tracking (a.k...
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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...
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07/14/2017
Modeling Harmony with Skip-Grams
String-based (or viewpoint) models of tonal harmony often struggle with ...
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12/15/2016