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03/03/2023
Decoding and Visualising Intended Emotion in an Expressive Piano Performance
Expert musicians can mould a musical piece to convey specific emotions t...
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07/28/2021
On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features
Despite recent advances in audio content-based music emotion recognition...
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06/14/2021
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities
Music emotion recognition is an important task in MIR (Music Information...
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02/26/2021
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation
Emotion and expressivity in music have been topics of considerable inter...
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08/05/2020
On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game
A piece of music can be expressively performed, or interpreted, in a var...
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07/27/2020
Receptive-Field Regularized CNNs for Music Classification and Tagging
Convolutional Neural Networks (CNNs) have been successfully used in vari...
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10/28/2019
Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs
We present CP-JKU submission to MediaEval 2019; a Receptive Field-(RF)-r...
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07/08/2019
Towards Explainable Music Emotion Recognition: The Route via Mid-level Features
Emotional aspects play an important part in our interaction with music. ...
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05/28/2019