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Kat Agres

Yong Siew Toh Conservatory of Music, National University of Singapore

Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses


Feb 19, 2022
Phoebe Chua, Dimos Makris, Dorien Herremans, Gemma Roig, Kat Agres

* 16 pages with 9 figures 

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A dataset and classification model for Malay, Hindi, Tamil and Chinese music


Sep 15, 2020
Fajilatun Nahar, Kat Agres, Balamurali BT, Dorien Herremans

* 4 pages 

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Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders


Jan 28, 2020
Yin-Jyun Luo, Chin-Chen Hsu, Kat Agres, Dorien Herremans

* Accepted to ICASSP 2020 

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nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks


Dec 31, 2019
Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans


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Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders


Jun 29, 2019
Yin-Jyun Luo, Kat Agres, Dorien Herremans

* 20th Conference of the International Society for Music Information Retrieval 

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From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec


Nov 29, 2018
Ching-Hua Chuan, Kat Agres, Dorien Herremans

* Neural Computing and Applications, Springer. 2019 
* Accepted for publication in Neural Computing and Applications, Springer. In Press 

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From Bach to the Beatles: The simulation of human tonal expectation using ecologically-trained predictive models


Jul 19, 2017
Carlos Cancino-Chacón, Maarten Grachten, Kat Agres

* In Proceedings of the 18th International Society of Music Information Retrieval Conference (ISMIR 2017) 

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