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Berker Banar
Berker Banar
PhD Researcher in AI and Music, Queen Mary University of London
Overená e-mailová adresa na: qmul.ac.uk
Názov
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Citované v
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Thermal tuning of infrared resonant absorbers based on hybrid gold-VO2 nanostructures
H Kocer, S Butun, B Banar, K Wang, S Tongay, J Wu, K Aydin
Applied Physics Letters 106 (16), 161104, 2015
1942015
Exploring XAI for the Arts: Explaining Latent Space in Generative Music
N Bryan-Kinns, B Banar, C Ford, CN Reed, Y Zhang, S Colton, J Armitage
NeurIPS 2021 eXplainable AI Approaches for Debugging and Diagnosis Workshop, 2021
392021
Dynamic infrared thin-film absorbers with tunable absorption level based on VO2 phase transition
Z Liu, B Banar, S Butun, H Kocer, K Wang, J Scheuer, J Wu, K Aydin
Optical Materials Express 8 (8), 2151-2158, 2018
332018
A Systematic Evaluation of GPT-2-Based Music Generation
B Banar, S Colton
EvoMUSART 2022 - International Conference on Computational Intelligence in …, 2022
172022
Exploring Variational Auto-encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI
N Bryan-Kinns, B Zhang, S Zhao, B Banar
Machine Intelligence Research 21 (1), 29-45, 2024
152024
A Tool for Generating Controllable Variations of Musical Themes Using Variational Autoencoders with Latent Space Regularisation
B Banar, N Bryan-Kinns, S Colton
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16401 …, 2023
92023
Automatically Adding to Artistic Cultures
S Colton, B Banar
EvoMUSART 2023 - International Conference on Computational Intelligence in …, 2023
72023
Connecting Audio and Graphic Score using Self-supervised Representation Learning - A Case Study with György Ligeti's Artikulation
B Banar, S Colton
ICCC 2022 - International Conference on Computational Creativity, 2022
62022
Generating Music with Extreme Passages using GPT-2
B Banar, S Colton
EvoStar 2021 - Late Breaking Abstracts, 2021
52021
HiSSNet: Sound Event Detection and Speaker Identification via Hierarchical Prototypical Networks for Low-Resource Headphones
N Shashaank, B Banar, MR Izadi, J Kemmerer, S Zhang, CC Huang
ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal …, 2023
42023
Identifying Critical Decision Points in Musical Compositions using Machine Learning
B Banar, S Colton
2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP …, 2022
42022
Autoregressive Self-Evaluation: A Case Study of Music Generation Using Large Language Models
B Banar, S Colton
2023 IEEE Conference on Artificial Intelligence (CAI), 264-265, 2023
32023
On the Notion of Creative Personhood
A Pease, S Colton, B Banar
ICCC 2023 - International Conference on Computational Creativity, 2023
22023
A Quality-Diversity-based Evaluation Strategy for Symbolic Music Generation
B Banar, S Colton
ICLR 2022 ML Evaluation Standards Workshop, 2022
22022
1 Explainable AI and Music
N Bryan-Kinns, B Banar, C Ford, CN Reed, Y Zhang, J Armitage
Artificial Intelligence for Art Creation and Understanding, 1, 2024
12024
Automatic Generation of Expressive Piano Miniatures
S Colton, L Bradshaw, B Banar, K Bhandari
ICCC 2024 - International Conference on Computational Creativity, 2024
12024
Neuro-Symbolic Composition of Music with Talking Points
S Colton, B Banar, S Cardinale
ICCC 2023 - International Conference on Computational Creativity, 2023
12023
A Tool for Composing Music via Graphic Scores in the style of György Ligeti’s Artikulation using Self-supervised Representation Learning
B Banar, S Colton
AAAI 2023 - Creative AI Across Modalities Workshop, 2023
12023
Environmentally Adaptive Masking Sound
MR Blewett, CC Huang, DM Gauger Jr, J Kemmerer, X Quan, B Banar
US Patent App. 17/959,462, 2024
2024
Accepted Tutorials at ISMIR 2023 - Transformer-based Symbolic Music Generation: Fundamentals to Advanced Concepts, Stylistic Considerations, Conditioning Mechanisms and Large …
B Banar, P Sarmento, S Adkins
ISMIR 2023 - International Society for Music Information Retrieval Conference, 2023
2023
Systém momentálne nemôže vykonať operáciu. Skúste to neskôr.
Články 1–20