I am looking for partners in the research area.

I am looking for partners interested in the Horizon Europe Call.

I am looking for partners for the Horizon Europe research area.

I am looking for laboratory facilities in the research/application area.

Associate Professor

Dr. Bálint Pál Gyires-Tóth

PhD

H-1117 Budapest, Magyar Tudósok krt. 2.

+3614633512

toth.b@tmit.bme.hu

Groups

Speech Communication and Smart Interactions Labs

Faculty

Faculty of Electrical Engineering and Informatics

Department

Department of Telecommunications and Media Informatics

Research keywords: · artificial intelligence · signal processing · deep learning · machine learning · computer vision · self-supervised learning · graph neural networks · natural language processing
Horizon Europe keywords: · Advanced materials · Artificial Intelligence and Robotics

https://www.linkedin.com/in/gyires-toth/

Publications Conferences

Publications

Yolchuyeva, S., Németh, G., & Gyires-Tóth, B. (2019). Transformer Based Grapheme-to-Phoneme Conversion}}. Proc. Interspeech 2019, 2095-2099.

Yolchuyeva, S., Németh, G., & Gyires-Tóth, B. (2018). Text normalization with convolutional neural networks. International Journal of Speech Technology, 21(3), 589-600.

Hajgató, G., Paál, G., & Gyires-Tóth, B. (2020). Deep reinforcement learning for real-time optimization of pumps in water distribution systems. Journal of Water Resources Planning and Management, 146(11), 04020079.

Almási, P., Moni, R., & Gyires-Tóth, B. (2020, July). Robust reinforcement learning-based autonomous driving agent for simulation and real world. In 2020 International Joint Conference on Neural Networks (IJCNN) (pp. 1-8). IEEE.

Inacio, M., Izbicki, R., & Gyires-Tóth, B. (2021). Distance assessment and analysis of high-dimensional samples using variational autoencoders. Information Sciences, 557, 407-420.

Conferences

Interspeech, SpeCom, SSW, IJCNN, NeurIPS