Berker Banar

According to our database, Berker Banar authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Exploring Variational Auto-encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI.

Nick Bryan-Kinns, Bingyuan Zhang, Songyan Zhao, Berker Banar

Mach. Intell. Res., February, 2024

2023

Exploring XAI for the Arts: Explaining Latent Space in Generative Music.

Nick Bryan-Kinns, Berker Banar, Corey Ford, Courtney N. Reed, Yixiao Zhang, Simon Colton, Jack Armitage

CoRR, 2023

HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones.

N. Shashaank, Berker Banar, Mohammad Rasool Izadi, Jeremy Kemmerer, Shuo Zhang, Chuan-Che Huang

Proceedings of the IEEE International Conference on Acoustics, 2023

Automatically Adding to Artistic Cultures.

Simon Colton, Berker Banar

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2023

A Tool for Generating Controllable Variations of Musical Themes Using Variational Autoencoders with Latent Space Regularisation.

Berker Banar, Nick Bryan-Kinns, Simon Colton

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Identifying Critical Decision Points in Musical Compositions using Machine Learning.

Berker Banar, Simon Colton

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Connecting Audio and Graphic Score Using Self-supervised Representation Learning - A Case Study with György Ligeti's Artikulation.

Berker Banar, Simon Colton

Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27, 2022

A Systematic Evaluation of GPT-2-Based Music Generation.

Berker Banar, Simon Colton

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2022