Berker Banar

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Event Detection

Systematic Evaluation

Gaussian Process

Top Venues

Mach. Intell. Res.

Publications

Nick Bryan-Kinns, Bingyuan Zhang, Songyan Zhao, Berker Banar
Exploring Variational Auto-encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI. Mach. Intell. Res. 21 (1) (2024)
N. Shashaank, Berker Banar, Mohammad Rasool Izadi, Jeremy Kemmerer, Shuo Zhang, Chuan-Che Huang
HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones. ICASSP (2023)
N. Shashaank, Berker Banar, Mohammad Rasool Izadi, Jeremy Kemmerer, Shuo Zhang, Chuan-Che Huang
HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones. CoRR (2023)
Simon Colton, Berker Banar
Automatically Adding to Artistic Cultures. EvoMUSART@EvoStar (2023)
Nick Bryan-Kinns, Berker Banar, Corey Ford, Courtney N. Reed, Yixiao Zhang, Simon Colton, Jack Armitage
Exploring XAI for the Arts: Explaining Latent Space in Generative Music. CoRR (2023)
Nick Bryan-Kinns, Bingyuan Zhang, Songyan Zhao, Berker Banar
Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI. CoRR (2023)
Berker Banar, Nick Bryan-Kinns, Simon Colton
A Tool for Generating Controllable Variations of Musical Themes Using Variational Autoencoders with Latent Space Regularisation. AAAI (2023)
Berker Banar, Simon Colton
Connecting Audio and Graphic Score Using Self-supervised Representation Learning - A Case Study with György Ligeti's Artikulation. ICCC (2022)
Berker Banar, Simon Colton
A Systematic Evaluation of GPT-2-Based Music Generation. EvoMUSART (2022)
Berker Banar, Simon Colton
Identifying Critical Decision Points in Musical Compositions using Machine Learning. MMSP (2022)