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personal data approved: 2024. I. 04.
Personal data
Bálint Gyires-Tóth
name Bálint Gyires-Tóth
name of institution
doctoral school
BME Doctoral School of Informatics (Supervisor)
BME Géza Pattantyús-Ábrahám Doctoral School of Mechanical Engineering (Academic staff member)
BME Doctoral School of Electrical Engineering (Academic staff member)
the share of work in the different doctoral schools. BME Doctoral School of Informatics 50%
BME Géza Pattantyús-Ábrahám Doctoral School of Mechanical Engineering 25%
BME Doctoral School of Electrical Engineering 25%
Contact details
E-mail address toth.btmit.bme.hu
phone number +36 1 463-3512
own web page
Academic title
scientific degree, title Ph.D.
year degree was obtained 2014
discipline to which degree belongs electrical engineering
institution granting the degree Budapest University of Technology and Economics
Employment
2008 - Budapest University of Technology and Economics
university professor or researcher
Thesis topic supervisor
number of doctoral students supervised until now 0
number of students who fulfilled course requirements 0
students who obtained their degrees:
Sevinj Yolchuyeva PhD 2021  DSI-BME

completed course requirement:
(50%) Gergely Hajgató (PhD) 2022/01  PAGDSME
present PhD students:
András Béres (PhD) (2027/01)  DSI-BME
Lívia Réka Ónozó (PhD) (2027/01)  DSI-BME
Dániel Unyi (PhD) (2025/08)  DSI-BME
András Kalapos (PhD) (2025/01)  DSI-BME
hiányos adatú hallgatói:
Hamdi M.H. Abed PhD (2023/08)  DSEE
Róbert Moni PhD (2023/01)  DSEE
  Thesis topic proposals
Research
research area deep learning, deep neural networks, modeling time series, pattern recognition, novel machine learning architectures
research field in which current research is conducted computer sciences
electrical engineering
Publications
2021

Inacio Marco, Izbicki Rafael, Gyires-Tóth Bálint: Distance assessment and analysis of high-dimensional samples using variational autoencoders, INFORMATION SCIENCES 557: pp. 407-420.
type of document: Journal paper/Article
number of independent citations: 3
language: English
URL 
2020

Almasi Peter, Moni Robert, Gyires-Toth Balint: Robust Reinforcement Learning-based Autonomous Driving Agent for Simulation and Real World, In: IEEE, (szerk.) (szerk.) 2020 International Joint Conference on Neural Networks (IJCNN), IEEE Press (2020) 9207497
type of document: Part of book/Proceedings Paper
number of independent citations: 5
language: English
URL 
2019

Yolchuyeva Sevinj, Németh Géza, Gyires-Tóth Bálint: Self-Attention Networks for Intent Detection, In: Galia, Angelova; Ruslan, Mitkov; Ivelina, Nikolova; Irina, Temnikova (szerk.) Proceedings of Recent Advances in Natural Language Processing, INCOMA Ltd. (2019) pp. 1373-1379.
type of document: Part of book/Proceedings Paper
number of independent citations: 3
language: English
URL 
2019

Yolchuyeva Sevinj, Németh Géza, Gyires-Tóth Bálint: Grapheme-to-Phoneme Conversion with Convolutional Neural Networks, APPLIED SCIENCES-BASEL 9: (6) 1143
type of document: Journal paper/Article
number of independent citations: 12
language: English
URL 
2019

Sevinj Yolchuyeva, Géza Németh, Bálint Gyires-Tóth: Transformer based Grapheme-to-Phoneme Conversion, In: Kubin, Gernot; Kačič, Zdravko (szerk.) The 20th Annual Conference of the International Speech Communication Association (Interspeech 2019), International Speech Communication Association (ISCA) (2019) pp. 2095-2099.
type of document: Part of book/Proceedings Paper
number of independent citations: 28
language: English
URL 
2019

Yolchuyeva Sevinj, Németh Géza, Gyires-Tóth Bálint: End-to-end Convolutional neural networks for Intent Detection, In: Berend, Gábor; Gosztolya, Gábor; Vincze, Veronika (szerk.) XV. Magyar Számítógépes Nyelvészeti Konferencia : MSZNY 2019, Szegedi Tudományegyetem, Informatikai Intézet (2019) pp. 123-134.
type of document: Part of book/Proceedings Paper
language: English
2015

Szaszák György, Beke András, Olaszy Gábor, Pál Tóth Bálint: Using automatic stress extraction from audio for improved prosody modeling in speech synthesis, In: Sebastian, Möller; Hermann, Ney; Bernd, Möbius; Elmar, Nöth; Stefan, Steidl (szerk.) 16TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2015), VOLS 1-5, International Speech Communication Association (ISCA) (2015) pp. 2227-2231.
type of document: Part of book/Proceedings Paper
number of independent citations: 3
language: English
Full text 
2012

Tóth Bálint Pál, Németh Géza: Optimizing HMM Speech Synthesis for Low-Resource Devices, JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS 16: (2) pp. 327-334.
type of document: Journal paper/Article
number of independent citations: 8
language: English
URL 
2012

Székely Éva, Gábor Csapó Tamás, Tóth Bálint, Mihajlik Péter, Carson-Berndsen Julie: Synthesizing Expressive Speech from Amateur Audiobook Recordings, In: IEEE Workshop on Spoken Language Technology, (2012) pp. 297-302.
type of document: Conference paper/Előadás vagy poszter cikke
number of independent citations: 17
language: English
URL 
2010

Tóth Bálint Pál, Németh Géza: Improvements of Hungarian Hidden Markov Model-based Text-to-Speech Synthesis, ACTA CYBERNETICA 19: (4) pp. 715-731.
type of document: Journal paper/Article
number of independent citations: 1
language: English
Number of independent citations to these publications:80 
Scientometric data
list of publications and citations
number of scientific publications that meet accreditation criteria:
63
number of scientific publications:
71
monographs and professional books:
0
monographs/books in which chapters/sections were contributed:
0 
number of independent citations to scientific publications and creative works:
300

 
All rights reserved © 2007, Hungarian Doctoral Council. Doctoral Council registration number at commissioner for data protection: 02003/0001. Program version: 2.2358 ( 2017. X. 31. )