Kat Agres

According to our database, Kat Agres authored at least 33 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

MERP: A Music Dataset with Emotion Ratings and Raters' Profile Information.

Enyan Koh, Kin Wai Cheuk, Kwan Yee Heung, Kat R. Agres, Dorien Herremans

Sensors, 2023

Virtual Reality-Assisted Physiotherapy for Visuospatial Neglect Rehabilitation: A Proof-of-Concept Study.

Andrew Danso, Patti Nijhuis, Alessandro Ansani, Martin Hartmann, Gulnara Minkkinen, Geoff Luck, Joshua S. Bamford, Sarah Faber, Kat Agres, Solange Glasser, Teppo Särkämö, Rebekah Rousi, Marc R. Thompson

CoRR, 2023

AffectMachine-Classical: A novel system for generating affective classical music.

Kat R. Agres, Adyasha Dash, Phoebe Chua

CoRR, 2023

AI-Based Affective Music Generation Systems: A Review of Methods, and Challenges.

Adyasha Dash, Kat R. Agres

CoRR, 2023

2022

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

Phoebe Chua, Dimos Makris, Dorien Herremans, Gemma Roig, Kat Agres

CoRR, 2022

Comparing Musicians and Non-musicians' Expectations in Music and Vision.

Kat Agres, Ting Yuan Tay, Marcus T. Pearce

Proceedings of the AM '22: AudioMostly 2022, St. Pölten, 2022

2021

Web Platform for Visualisation of Kinematic Data captured from a Motor Tele-rehabilitation System.

Praveena Satkunarajah, Kat Agres

CoRR, 2021

Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework.

Dimos Makris, Kat R. Agres, Dorien Herremans

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

From context to concept: exploring semantic relationships in music with word2vec.

Ching-Hua Chuan, Kat Agres, Dorien Herremans

Neural Comput. Appl., 2020

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

Fajilatun Nahar, Kat Agres, Balamurali B. T., Dorien Herremans

CoRR, 2020

nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks.

Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans

IEEE Access, 2020

The Impact of Audio Input Representations on Neural Network based Music Transcription.

Kin Wai Cheuk, Kat Agres, Dorien Herremans

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

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

Yin-Jyun Luo, Chin-Cheng Hsu, Kat Agres, Dorien Herremans

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

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

Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans

CoRR, 2019

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

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

CoRR, 2019

A Comparative Study of Mental States in 2D and 3D Virtual Environments Using EEG.

Pinar Bilgin, Kat Agres, Neethu Robinson, Aung Aung Phyo Wai, Cuntai Guan

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

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

Yin-Jyun Luo, Kat Agres, Dorien Herremans

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Untangling indices of emotion in music using neural networks.

Dorien Herremans, Kin Wai Cheuk, Yin-Jyun Luo, Kat Agres

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Statistical Learning Ability as a Measure of Cognitive Function.

Steffen Herff, Nur Amirah Abdul Rashid, Jimmy Lee, Tih Shih Lee, Kat Agres

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

A novel music-based game with motion capture to support cognitive and motor function in the elderly.

Kat Agres, Simon Lui, Dorien Herremans

Proceedings of the IEEE Conference on Games, 2019

2018

Information-Theoretic Properties of Auditory Sequences Dynamically Influence Expectation and Memory.

Kat Agres, Samer Abdallah, Marcus T. Pearce

Cogn. Sci., 2018

2017

Intelligibility of Sung Lyrics: A Pilot Study.

Karim M. Ibrahim, David Grunberg, Kat Agres, Chitralekha Gupta, Ye Wang

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

From Bach to the Beatles: The Simulation of Human Tonal Expectation Using Ecologically-Trained Predictive Models.

Carlos Eduardo Cancino Chacón, Maarten Grachten, Kat Agres

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

2016

Evaluation of Musical Creativity and Musical Metacreation Systems.

Kat Agres, Jamie Forth, Geraint A. Wiggins

Comput. Entertain., 2016

Meta4meaning: Automatic Metaphor Interpretation Using Corpus-Derived Word Associations.

Ping Xiao, Khalid Al-Najjar, Mark Granroth-Wilding, Kathleen Agres, Hannu Toivonen

Proceedings of the Seventh International Conference on Computational Creativity, 2016

Modeling metaphor perception with distributional semantics vector space models.

Kat R. Agres, Stephen McGregor, Karolina Rataj, Matthew Purver, Geraint A. Wiggins

Proceedings of the Workshop on Computational Creativity, 2016

2015

From Distributional Semantics to Conceptual Spaces: A Novel Computational Method for Concept Creation.

Stephen McGregor, Kat Agres, Matthew Purver, Geraint A. Wiggins

J. Artif. Gen. Intell., 2015

Probabilistic Segmentation of Musical Sequences Using Restricted Boltzmann Machines.

Stefan Lattner, Maarten Grachten, Kat Agres, Carlos Eduardo Cancino Chacón

Proceedings of the Mathematics and Computation in Music - 5th International Conference, 2015

Conceptualizing Creativity: From Distributional Semantics to Conceptual Spaces.

Kat Agres, Stephen McGregor, Matthew Purver, Geraint A. Wiggins

Proceedings of the Sixth International Conference on Computational Creativity, 2015

Schematic Processing as a Framework for Learning and Creativity in CBR and CC.

Kat Agres, Geraint A. Wiggins

Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

A Computational Approach to Modelling the Perception of Pitch and Tonality in Music.

Kat Agres, Carlos Cancino, Maarten Grachten, Stefan Lattner

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2013

An Information-Theoretic Account of Musical Expectation and Memory.

Kat Agres, Samer Abdallah, Marcus T. Pearce

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2010

An Auditory Twist On Visual Search Using Head Movement Controlled Ambisonics.

Kat Agres, Spencer Topel, Michael J. Spivey, Stephen Moseson

Proceedings of the 2010 International Computer Music Conference, 2010