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09/05/2023
Symbolic Music Representations for Classification Tasks: A Systematic Evaluation
Music Information Retrieval (MIR) has seen a recent surge in deep learni...
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09/05/2023
The Batik-plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations
We present the Batik-plays-Mozart Corpus, a piano performance dataset co...
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08/08/2023
Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data Sets
This work presents a text-to-audio-retrieval system based on pre-trained...
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11/09/2022
Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation
Audio Spectrogram Transformer models rule the field of Audio Tagging, ou...
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06/02/2022
Partitura: A Python Package for Symbolic Music Processing
Partitura is a lightweight Python package for handling symbolic musical ...
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10/11/2021
Efficient Training of Audio Transformers with Patchout
The great success of transformer-based models in natural language proces...
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08/02/2020
audioLIME: Listenable Explanations Using Source Separation
Deep neural networks (DNNs) are successfully applied in a wide variety o...
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11/10/2017
