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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...
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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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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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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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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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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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Aktuelle Entwicklungen in der Automatischen Musikverfolgung
In this paper we present current trends in real-time music tracking (a.k...
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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...
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Modeling Harmony with Skip-Grams
String-based (or viewpoint) models of tonal harmony often struggle with ...
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Towards Score Following in Sheet Music Images
This paper addresses the matching of short music audio snippets to the c...
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