Berker Banar

16 papers A* 1C 6Misc 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Composer as Constrainer in Model-Led Piano Sheet Music Generation.
AIMC
Simon Colton, Louis Bradshaw, Berker Banar, Keshav Bhandari, Aikaterini Primenta
2025 J jnl
Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction.
CoRR
Yusong Wu, Stephen Brade, Teng Ma, Tia-Jane Fowler, Enning Yang, Berker Banar, Aaron C. Courville, Natasha Jaques, Cheng-Zhi Anna Huang
2024 C conf
Automatic Generation of Expressive Piano Miniatures.
ICCC
Simon Colton, Louis Bradshaw, Berker Banar, Keshav Bhandari
2024 J jnl
Exploring Variational Auto-encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI.
Mach. Intell. Res.
Nick Bryan-Kinns, Bingyuan Zhang, Songyan Zhao, Berker Banar
2023 A* conf
A Tool for Generating Controllable Variations of Musical Themes Using Variational Autoencoders with Latent Space Regularisation.
AAAI
Berker Banar, Nick Bryan-Kinns, Simon Colton
2023 — conf
Automatically Adding to Artistic Cultures.
EvoMUSART@EvoStar
Simon Colton, Berker Banar
2023 — conf
Autoregressive Self-Evaluation: A Case Study of Music Generation Using Large Language Models.
CAI
Berker Banar, Simon Colton
2023 J jnl
Exploring Variational Auto-Encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI.
CoRR
Nick Bryan-Kinns, Bingyuan Zhang, Songyan Zhao, Berker Banar
2023 J jnl
Exploring XAI for the Arts: Explaining Latent Space in Generative Music.
CoRR
Nick Bryan-Kinns, Berker Banar, Corey Ford, Courtney N. Reed, Yixiao Zhang, Simon Colton, Jack Armitage
2023 Misc conf
HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones.
ICASSP
N. Shashaank, Berker Banar, Mohammad Rasool Izadi, Jeremy Kemmerer, Shuo Zhang, Chuan-Che Jeff Huang
2023 J jnl
HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones.
CoRR
N. Shashaank, Berker Banar, Mohammad Rasool Izadi, Jeremy Kemmerer, Shuo Zhang, Chuan-Che Jeff Huang
2023 C conf
Neuro-Symbolic Generation of Music with Talking Points.
ICCC
Simon Colton, Berker Banar, Sara Cardinale
2023 C conf
On the Notion of Creative Personhood.
ICCC
Alison Pease, Simon Colton, Berker Banar
2022 C conf
A Systematic Evaluation of GPT-2-Based Music Generation.
EvoMUSART
Berker Banar, Simon Colton
2022 C conf
Connecting Audio and Graphic Score Using Self-supervised Representation Learning - A Case Study with György Ligeti's Artikulation.
ICCC
Berker Banar, Simon Colton
2022 C conf
Identifying Critical Decision Points in Musical Compositions using Machine Learning.
MMSP
Berker Banar, Simon Colton