Dimos Makris

According to our database, Dimos Makris authored at least 19 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Seconds-Aligned PCA-DAC Latent Diffusion for Symbolic-to-Audio Drum Rendering.

Konstantinos Soiledis, Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos-Theodoros Tsamis

CoRR, May, 2026

Drum Synthesis from Expressive Drum Grids via Neural Audio Codecs.

Konstantinos Soiledis, Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos-Theodoros Tsamis

CoRR, May, 2026

A Cold Diffusion Approach for Percussive Dereverberation.

Dimos Makris, András Barják, Maximos Kaliakatsos-Papakostas

CoRR, May, 2026

2025

A Machine Learning Approach for MIDI to Guitar Tablature Conversion.

Maximos Kaliakatsos-Papakostas, Gregoris Bastas, Dimos Makris, Dorien Herremans, Vassilis Katsouros, Petros Maragos

CoRR, October, 2025

HarmonyTok: Comparing Methods for Harmony Tokenization for Machine Learning.

Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Vassilis Katsouros, Emilios Cambouropoulos

Inf., 2025

Pay (Cross) Attention to the Melody: Curriculum Masking for Single-Encoder Melodic Harmonization.

Maximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Vassilis Katsouros, Emilios Cambouropoulos

Proceedings of the IEEE International Conference on Big Data, 2025

Incorporating Structure and Chord Constraints in Symbolic Transformer-based Melodic Harmonization.

Maximos Kaliakatsos-Papakostas, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Dimos Makris, Vassilis Katsouros, Emilios Cambouropoulos

Proceedings of the 6th AI Music Creativity Conference (AIMC 2025), 2025

2022

Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses.

Phoebe Chua, Dimos Makris, Dorien Herremans, Gemma Roig, Kat Agres

CoRR, 2022

Conditional Drums Generation Using Compound Word Representations.

Dimos Makris, Zixun Guo, Maximos Kaliakatsos-Papakostas, Dorien Herremans

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

2021

Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework.

Dimos Makris, Kat R. Agres, Dorien Herremans

Proceedings of the International Joint Conference on Neural Networks, 2021

Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure.

Zixun Guo, Dimos Makris, Dorien Herremans

Proceedings of the International Joint Conference on Neural Networks, 2021

2019

Conditional neural sequence learners for generating drums' rhythms.

Dimos Makris, Maximos Kaliakatsos-Papakostas, Ioannis Karydis, Katia Lida Kermanidis

Neural Comput. Appl., 2019

2018

DeepDrum: An Adaptive Conditional Neural Network.

Dimos Makris, Maximos Kaliakatsos-Papakostas, Katia Lida Kermanidis

CoRR, 2018

2017

Combining LSTM and Feed Forward Neural Networks for Conditional Rhythm Composition.

Dimos Makris, Maximos Kaliakatsos-Papakostas, Ioannis Karydis, Katia Lida Kermanidis

Proceedings of the Engineering Applications of Neural Networks, 2017

2016

Learning and Blending Harmonies in the Context of a Melodic Harmonisation Assistant.

Maximos Kaliakatsos-Papakostas, Dimos Makris, Asterios I. Zacharakis, Costas Tsougras, Emilios Cambouropoulos

Proceedings of the Artificial Intelligence Applications and Innovations, 2016

2015

A Probabilistic Approach to Determining Bass Voice Leading in Melodic Harmonisation.

Dimos Makris, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos

Proceedings of the Mathematics and Computation in Music - 5th International Conference, 2015

Probabilistic Modular Bass Voice Leading in Melodic Harmonisation.

Dimos Makris, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

The Greek Music Dataset.

Dimos Makris, Ioannis Karydis, Spyros Sioutas

Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

2014

The Greek Audio Dataset.

Dimos Makris, Katia Lida Kermanidis, Ioannis Karydis

Proceedings of the Artificial Intelligence Applications and Innovations, 2014