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Employment (2)

Luleå University of Technology: Luleå, 202100-2841, SE

2022-08-01 to present | Senior lecturer (SRT)
Employment
Source: Self-asserted source
György Kovács

Luleå tekniska universitet: Luleå, Norrbottens, SE

2018-10-31 to 2022-07-31 | Postdoktorand (SRT)
Employment
Source: Self-asserted source
György Kovács

Works (50)

TOWARDS A MORE EFFICIENT IMPLEMENTATION OF TEACH-BACK IN THE TEACHING OF ARTIFICIAL INTELLIGENCE

2024-11 | Conference paper
DOI: 10.21125/iceri.2024.1104
Contributors: György Kovács; Sana Sabah Al-Azzawi; Hamam Mokayed; Marcus Liwicki
Source: check_circle
Crossref

Creating and Leveraging a Synthetic Dataset of Cloud Optical Thickness Measures for Cloud Detection in MSI

Remote Sensing
2024-02-16 | Journal article
DOI: 10.3390/rs16040694
Contributors: Aleksis Pirinen; Nosheen Abid; Nuria Agues Paszkowsky; Thomas Ohlson Timoudas; Ronald Scheirer; Chiara Ceccobello; György Kovács; Anders Persson
Source: check_circle
Crossref
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FilipN@ LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification

Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion
2022 | Conference paper
Contributors: Nilsson, Filip; Kovács, György
Source: Self-asserted source
György Kovács

Hat5: Hate language identification using text-to-text transfer transformer

arXiv preprint arXiv:2202.05690
2022 | Journal article
Contributors: Sabry, Sana Sabah; Adewumi, Tosin; Abid, Nosheen; Kovács, György; Liwicki, Foteini; Liwicki, Marcus
Source: Self-asserted source
György Kovács

Innovative Education Approach Toward Active Distance Education: a Case Study in the Introduction to AI course

The Future of Education - Pixel International Conferences
2022 | Conference paper
Contributors: Al-azzawi, Sana Sabah; Kovács, György; Mokayed, Hamam; Chroneer, Diana; Liwicki, Foteini; Liwicki, Marcus
Source: Self-asserted source
György Kovács

Leveraging external resources for offensive content detection in social media

AI Communications
2022 | Journal article
Contributors: Kovács, György; Alonso, Pedro; Saini, Rajkumar; Liwicki, Marcus
Source: Self-asserted source
György Kovács

Twitter bot detection using deep learning

XVIII. Conference on Hungarian Computational Linguistic (MSZNY 2022), Szeged, january 27--28, 2022
2022 | Conference paper
Contributors: Kenyeres, Adam; Kovács, György
Source: Self-asserted source
György Kovács

Challenges of Hate Speech Detection in Social Media

SN Computer Science
2021 | Journal article
Contributors: Kovács, György; Alonso, Pedro; Saini, Rajkumar
Source: Self-asserted source
György Kovács

Defining Beneficiaries of Emerging Data Infrastructures Towards Effective Data Appropriation

International Conference on Information and Software Technologies
2021 | Conference paper
Contributors: Rizk, Aya; Seidelin, Cathrine; Kovács, György; Liwicki, Marcus; Brännvall, Rickard
Source: Self-asserted source
György Kovács

Detecting COVID-19 from audio recording of coughs using Random Forests and Support Vector Machines

Interspeech 2021, Brno, Czechia, 30 August-3 September, 2021
2021 | Conference paper
Contributors: Södergren, Isabella; Nodeh, Maryam Pahlavan; Chhipa, Prakash Ch; ra; Nikolaidou, Konstantina; Kovács, György
Source: Self-asserted source
György Kovács

Pedagogical Principles in the Online Teaching of Text Mining: A Retrospection

Proceedings of the Fifth Workshop on Teaching NLP
2021 | Conference paper
Contributors: Saini, Rajkumar; Kovács, György; Faridghasemnia, Mohamadreza; Mokayed, Hamam; Adewumi, Oluwatosin; Alonso, Pedro; Rakesh, Sumit; Liwicki, Marcus
Source: Self-asserted source
György Kovács

Static Palm Sign Gesture Recognition with Leap Motion and Genetic Algorithm

2021 Swedish Artificial Intelligence Society Workshop (SAIS)
2021 | Conference paper
Contributors: Rakesh, Sumit; Kovács, György; Mokayed, Hamam; Saini, RajKumar; Pal, Umapada
Source: Self-asserted source
György Kovács

UCL: Unsupervised Curriculum Learning for water body classification from remote sensing imagery

International Journal of Applied Earth Observation and Geoinformation
2021 | Journal article
Contributors: Abid, Nosheen; Shahzad, Muhammad; Malik, Muhammad Imran; Schwanecke, Ulrich; Ulges, Adrian; Kovács, György; Shafait, Faisal
Source: Self-asserted source
György Kovács

Challenges of Hate Speech Detection in Social Media

SN Computer Science
2021-04 | Journal article
DOI: 10.1007/s42979-021-00457-3
Contributors: György Kovács; Pedro Alonso; Rajkumar Saini
Source: check_circle
Crossref

Applying Neural Network Techniques for Topic Change Detection in the HuComTech Corpus

The Temporal Structure of Multimodal Communication
2020 | Book chapter
Contributors: Kovács, György; Szekrényes, István
Source: Self-asserted source
György Kovács

Cross-Encoded Meta Embedding towards Transfer Learning

28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2-4 October, 2020, Bruges, Belgium (Online)
2020 | Conference paper
Contributors: Brännvall, Rickard; Öhman, Johan; Kovács, György; Liwicki, Marcus
Source: Self-asserted source
György Kovács

Hate Speech Detection Using Transformer Ensembles on the HASOC Dataset

International Conference on Speech and Computer
2020 | Conference paper
Contributors: Alonso, Pedro; Saini, Rajkumar; Kovács, György
Source: Self-asserted source
György Kovács

TheNorth at SemEval-2020 Task 12: Hate Speech Detection using RoBERTa

OffensEval 2020: Multilingual Offensive Language Identification in Social Media organized at SemEval 2020 (Task 12).
2020 | Conference paper
Contributors: Alonso, Pedro; Saini, Rajkumar; Kovács, György
Source: Self-asserted source
György Kovács

TheNorth@ HaSpeeDe 2: BERT-based Language Model Fine-tuning for Italian Hate Speech Detection

Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online, Decembert 17, 2020
2020 | Conference paper
Contributors: Lavergne, Eric; Saini, Rajkumar; Kovács, György; Murphy, Killian
Source: Self-asserted source
György Kovács

Vegetation and Drought Trends in Sweden’s Mälardalen Region--Year-on-Year Comparison by Gaussian Process Regression

2020 Swedish Workshop on Data Science (SweDS)
2020 | Conference paper
Contributors: Paszkowsky, Núria Agües; Brännvall, Rickard; Carlstedt, Johan; Milz, Mathias; Kovács, György; Liwicki, Marcus
Source: Self-asserted source
György Kovács

Author Profiling using Semantic and Syntactic Features.

CLEF (Working Notes)
2019 | Conference paper
Contributors: Kovács, György; Balogh, V; a; Mehta, Purvanshi; Shridhar, Kumar; Alonso, Pedro; Liwicki, Marcus
Source: Self-asserted source
György Kovács

Author Profiling using Semantic and Syntactic Features: Notebook for PAN at CLEF 2019

2019 | Journal article
Contributors: Kovács, György; Balogh, V; a; Mehta, Purvanshi; Shridhar, Kumar; Alonso, Pedro; Liwicki, Marcus
Source: Self-asserted source
György Kovács

Examining the Combination of Multi-Band Processing and Channel Dropout for Robust Speech Recognition.

Interspeech
2019 | Conference paper
Contributors: Kovács, György; Tóth, László; Van Compernolle, Dirk; Liwicki, Marcus
Source: Self-asserted source
György Kovács

Subword Semantic Hashing for Intent Classification on Small Datasets

2019 International Joint Conference on Neural Networks (IJCNN)
2019 | Conference paper
Contributors: Shridhar, Kumar; Dash, Ayushman; Sahu, Amit; Pihlgren, Gustav Grund; Alonso, Pedro; Pondenk; ath, Vinaych; ran; Kovács, György; Simistira, Foteini et al.
Source: Self-asserted source
György Kovács

TheNorth at HASOC 2019: Hate Speech Detection in Social Media Data.

FIRE (Working Notes)
2019 | Conference paper
Contributors: Alonso, Pedro; Saini, Rajkumar; Kovács, György
Source: Self-asserted source
György Kovács

Using Deep Rectifier Neural Nets and Probabilistic Sampling for Topical Unit Classification

Cognitive Infocommunications, Theory and Applications
2019 | Book chapter
Contributors: Kovács, György; Grósz, Tamás; Váradi, Tamás
Source: Self-asserted source
György Kovács

A Perceptually Inspired Data Augmentation Method for Noise Robust CNN Acoustic Models

International Conference on Speech and Computer
2018 | Conference paper
Contributors: Tóth, László; Kovács, György; Van Compernolle, Dirk
Source: Self-asserted source
György Kovács

Human-human, human-machine communication: on the HuComTech multimodal corpus

2018 | Journal article
Contributors: Hunyadi, Laszlo; Váradi, Tamás; Kovács, Gy; Szekrényes, István; Kiss, Hermina; Takács, Karolina
Source: Self-asserted source
György Kovács

Multi-Band Processing With Gabor Filters and Time Delay Neural Nets for Noise Robust Speech Recognition

2018 IEEE Spoken Language Technology Workshop (SLT)
2018 | Conference paper
Contributors: Kovács, György; Tóth, László; Gosztolya, Gábor
Source: Self-asserted source
György Kovács

Noise Robust Automatic Speech Recognition Based on Spectro-Temporal Techniques

2018 | Dissertation or Thesis
Contributors: Kovács, G
Source: Self-asserted source
György Kovács

Noise Robust Automatic Speech Recognition Based on Spectro-Temporal Techniques

2018-03-29 | Dissertation or Thesis
DOI: 10.14232/phd.4108
Contributors: György Kovács
Source: check_circle
Crossref

A különböző modalitások hozzájárulásának vizsgálata a témairánýıtás eseteinek osztályozásához a HuComTech korpuszon

2017 | Journal article
Contributors: Kovács, György; Váradi, Tamás
Source: Self-asserted source
György Kovács

Classification of Formal and Informal Dialogues Based on Turn-Taking and Intonation Using Deep Neural Networks

International Conference on Speech and Computer
2017 | Conference paper
Contributors: Szekrényes, István; Kovács, György
Source: Self-asserted source
György Kovács

Increasing the robustness of CNN acoustic models using autoregressive moving average spectrogram features and channel dropout

Pattern Recognition Letters
2017 | Journal article
Contributors: Kovács, György; Tóth, László; Van Compernolle, Dirk; Ganapathy, Sriram
Source: Self-asserted source
György Kovács

Mély neuronhálóba integrált spektro-temporális jellemzőkinyerési módszer optimalizálása

2017 | Journal article
Contributors: Kovács, György; Tóth, László
Source: Self-asserted source
György Kovács

Multi-band noise robust speech recognition using Deep Neural Networks

Proc. MSZNY
2016 | Journal article
Contributors: Kovács, Gy; Tóth, L
Source: Self-asserted source
György Kovács

Topical unit classification using deep neural nets and probabilistic sampling

2016 7th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)
2016 | Conference paper
Contributors: Kovács, György; Grósz, Tamás; Váradi, Tamás
Source: Self-asserted source
György Kovács

Többsávos, zajtűrő beszédfelismerés mély neuronhálóval

2016 | Journal article
Contributors: Kovács, György; Tóth, László
Source: Self-asserted source
György Kovács

Joint optimization of spectro-temporal features and Deep Neural Nets for robust automatic speech recognition

Acta Cybernetica
2015 | Journal article
Contributors: Kovács, György; Tóth, László
Source: Self-asserted source
György Kovács

Selection and enhancement of Gabor filters for automatic speech recognition

International Journal of Speech Technology
2015 | Journal article
Contributors: Kovács, György; Tóth, László; Van Compernolle, Dirk
Source: Self-asserted source
György Kovács

Robust multi-band ASR using Deep Neural Nets and spectro-temporal features

International Conference on Speech and Computer
2014 | Conference paper
Contributors: Kovács, György; Tóth, László; Grósz, Tamás
Source: Self-asserted source
György Kovács

The Joint Optimization of Spectro-Temporal Features and Deep Neural Nets for Robust ASR

9TH CONFERENCE OF PHD STUDENTS IN COMPUTER SCIENCE-Volume of extended abstracts
2014 | Conference paper
Contributors: Kovács, György; Tóth, László
Source: Self-asserted source
György Kovács

Új eredmények a mély neuronhálós magyar nyelvű beszédfelismerésben

2014 | Journal article
Contributors: Grósz, Tamás; Kovács, György; Tóth, László
Source: Self-asserted source
György Kovács

The joint optimization of spectro-temporal features and neural net classifiers

International Conference on Text, Speech and Dialogue
2013 | Conference paper
Contributors: Kovács, György; Tóth, László
Source: Self-asserted source
György Kovács

Phone recognition experiments with 2D-DCT spectro-temporal features

2011 6th IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI)
2011 | Conference paper
Contributors: Kovács, Gy; Tóth, László
Source: Self-asserted source
György Kovács

Spoken term detection from noisy input

2011 6th IEEE International Symposium on Applied Computational Intelligence and Informatics (SACI)
2011 | Conference paper
Contributors: Gosztolya, Gábor; Kovács, György; Tóth, László
Source: Self-asserted source
György Kovács

Localized spectro-temporal features for noise-robust speech recognition

2010 International Joint Conference on Computational Cybernetics and Technical Informatics
2010 | Conference paper
Contributors: Kovács, Gy; Tóth, László
Source: Self-asserted source
György Kovács

Classification of Formal and Informal Dialogues Based on Emotion Recognition

Text, Speech, and Dialogue
Conference paper
Contributors: Kovács, György
Source: Self-asserted source
György Kovács

Human-human, human-machine communication: on the HuComTech multimodal corpus

CLARIN Annual Conference 2018
Conference paper
Contributors: Váradi, T; Kovács, Gy; Szekrényes, I; Kiss, H; Takács, K
Source: Self-asserted source
György Kovács

Spektro-temporális feldolgozási módszereken alapuló zajturo automatikus beszédfelismerés

Journal article
Contributors: György, Kovács; László, Tóth; Van Compernolle, Dirk
Source: Self-asserted source
György Kovács

Peer review (2 reviews for 2 publications/grants)

Review activity for International journal of speech technology. (1)
Review activity for Personal and ubiquitous computing. (1)
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