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2020 – today
- 2026
[i11]Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Vassilis Katsouros, Emilios Cambouropoulos:
Pay (Cross) Attention to the Melody: Curriculum Masking for Single-Encoder Melodic Harmonization. CoRR abs/2601.16150 (2026)- [i10]Dimos Makris, András Barják, Maximos Kaliakatsos-Papakostas:
A Cold Diffusion Approach for Percussive Dereverberation. CoRR abs/2605.10256 (2026) - [i9]Konstantinos Soiledis
, Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos-Theodoros Tsamis:
Drum Synthesis from Expressive Drum Grids via Neural Audio Codecs. CoRR abs/2605.10281 (2026) - [i8]Konstantinos Soiledis, Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos-Theodoros Tsamis:
Seconds-Aligned PCA-DAC Latent Diffusion for Symbolic-to-Audio Drum Rendering. CoRR abs/2605.13404 (2026) - 2025
- [j2]Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Vassilis Katsouros, Emilios Cambouropoulos:
HarmonyTok: Comparing Methods for Harmony Tokenization for Machine Learning. Inf. 16(9): 759 (2025) - [c11]Maximos Kaliakatsos-Papakostas, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Dimos Makris, Vassilis Katsouros, Emilios Cambouropoulos:
Incorporating Structure and Chord Constraints in Symbolic Transformer-based Melodic Harmonization. AIMC 2025 - [c10]Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Vassilis Katsouros, Emilios Cambouropoulos:
Pay (Cross) Attention to the Melody: Curriculum Masking for Single-Encoder Melodic Harmonization. IEEE Big Data 2025: 5007-5015 - [i7]Maximos Kaliakatsos-Papakostas, Gregoris Bastas, Dimos Makris, Dorien Herremans, Vassilis Katsouros, Petros Maragos:
A Machine Learning Approach for MIDI to Guitar Tablature Conversion. CoRR abs/2510.10619 (2025) - [i6]Maximos Kaliakatsos-Papakostas, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Dimos Makris, Vassilis Katsouros, Emilios Cambouropoulos:
Incorporating Structure and Chord Constraints in Symbolic Transformer-based Melodic Harmonization. CoRR abs/2512.07627 (2025) - 2022
- [c9]Dimos Makris, Zixun Guo, Maximos Kaliakatsos-Papakostas, Dorien Herremans:
Conditional Drums Generation Using Compound Word Representations. EvoMUSART 2022: 179-194 - [i5]Dimos Makris, Zixun Guo, Maximos Kaliakatsos-Papakostas, Dorien Herremans:
Conditional Drums Generation using Compound Word Representations. CoRR abs/2202.04464 (2022) - [i4]Phoebe Chua, Dimos Makris, Dorien Herremans, Gemma Roig, Kat Agres:
Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses. CoRR abs/2202.10453 (2022) - 2021
- [c8]Zixun Guo, Dimos Makris, Dorien Herremans:
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure. IJCNN 2021: 1-8 - [c7]Dimos Makris, Kat R. Agres, Dorien Herremans:
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework. IJCNN 2021: 1-8 - [i3]Zixun Guo, Dimos Makris, Dorien Herremans:
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure. CoRR abs/2102.09794 (2021) - [i2]Dimos Makris, Kat R. Agres, Dorien Herremans:
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework. CoRR abs/2104.13056 (2021)
2010 – 2019
- 2019
- [j1]Dimos Makris, Maximos Kaliakatsos-Papakostas, Ioannis Karydis, Katia Lida Kermanidis:
Conditional neural sequence learners for generating drums' rhythms. Neural Comput. Appl. 31(6): 1793-1804 (2019) - 2018
- [i1]Dimos Makris, Maximos Kaliakatsos-Papakostas, Katia Lida Kermanidis:
DeepDrum: An Adaptive Conditional Neural Network. CoRR abs/1809.06127 (2018) - 2017
- [c6]Dimos Makris, Maximos Kaliakatsos-Papakostas, Ioannis Karydis, Katia Lida Kermanidis:
Combining LSTM and Feed Forward Neural Networks for Conditional Rhythm Composition. EANN 2017: 570-582 - 2016
- [c5]Maximos Kaliakatsos-Papakostas, Dimos Makris, Asterios I. Zacharakis, Costas Tsougras, Emilios Cambouropoulos:
Learning and Blending Harmonies in the Context of a Melodic Harmonisation Assistant. AIAI 2016: 520-527 - 2015
- [c4]Dimos Makris, Ioannis Karydis, Spyros Sioutas:
The Greek Music Dataset. EANN Workshops 2015: 22:1-22:7 - [c3]Dimos Makris, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos:
Probabilistic Modular Bass Voice Leading in Melodic Harmonisation. ISMIR 2015: 323-329 - [c2]Dimos Makris, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos:
A Probabilistic Approach to Determining Bass Voice Leading in Melodic Harmonisation. MCM 2015: 128-134 - 2014
- [c1]Dimos Makris, Katia Lida Kermanidis, Ioannis Karydis:
The Greek Audio Dataset. AIAI (Workshops) 2014: 165-173
Coauthor Index
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