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03/24/2022
Score difficulty analysis for piano performance education based on fingering
In this paper, we introduce score difficulty classification as a sub-tas...
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11/26/2021
Semi-Supervised Music Tagging Transformer
We present Music Tagging Transformer that is trained with a semi-supervi...
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11/15/2021
Piano Fingering with Reinforcement Learning
Hand and finger movements are a mainstay of piano technique. Automatic F...
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10/01/2020
FSD50K: an Open Dataset of Human-Labeled Sound Events
Most existing datasets for sound event recognition (SER) are relatively ...
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08/26/2020
The Freesound Loop Dataset and Annotation Tool
Music loops are essential ingredients in electronic music production, an...
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06/01/2020
Evaluation of CNN-based Automatic Music Tagging Models
Recent advances in deep learning accelerated the development of content-...
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03/16/2020
TensorFlow Audio Models in Essentia
Essentia is a reference open-source C++/Python library for audio and mus...
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11/12/2019
Music Auto-tagging Using CNNs and Mel-spectrograms With Reduced Frequency and Time Resolution
Automatic tagging of music is an important research topic in Music Infor...
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09/14/2019
musicnn: Pre-trained convolutional neural networks for music audio tagging
Pronounced as "musician", the musicnn library contains a set of pre-trai...
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06/12/2019
Toward Interpretable Music Tagging with Self-Attention
Self-attention is an attention mechanism that learns a representation by...
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11/07/2017
