György Kovács
György Kovács
Postdoctoral researcher, Luleĺ University of Technology, EISLAB
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Increasing the robustness of CNN acoustic models using autoregressive moving average spectrogram features and channel dropout
G Kovács, L Tóth, D Van Compernolle, S Ganapathy
Pattern Recognition Letters 100, 44-50, 2017
282017
Subword Semantic Hashing for Intent Classification on Small Datasets
K Shridhar, A Dash, A Sahu, GG Pihlgren, P Alonso, V Pondenkandath, ...
2019 International Joint Conference on Neural Networks (IJCNN), 1-6, 2019
182019
Joint optimization of spectro-temporal features and Deep Neural Nets for robust automatic speech recognition
G Kovács, L Tóth
Acta Cybernetica 22 (1), 117-134, 2015
152015
Topical unit classification using deep neural nets and probabilistic sampling
G Kovács, T Grósz, T Váradi
2016 7th IEEE International Conference on Cognitive Infocommunications …, 2016
122016
A Perceptually Inspired Data Augmentation Method for Noise Robust CNN Acoustic Models
L Tóth, G Kovács, D Van Compernolle
International Conference on Speech and Computer, 697-706, 2018
112018
Selection and enhancement of Gabor filters for automatic speech recognition
G Kovács, L Tóth, D Van Compernolle
International Journal of Speech Technology 18 (1), 1-16, 2015
112015
Új eredmények a mély neuronhálós magyar nyelvű beszédfelismerésben
T Grósz, G Kovács, L Tóth
Szegedi Tudományegyetem Informatikai Tanszékcsoport, 2014
112014
The joint optimization of spectro-temporal features and neural net classifiers
G Kovács, L Tóth
International Conference on Text, Speech and Dialogue, 552-559, 2013
102013
Phone recognition experiments with 2D-DCT spectro-temporal features
G Kovács, L Tóth
2011 6th IEEE International Symposium on Applied Computational Intelligence …, 2011
92011
Classification of Formal and Informal Dialogues Based on Turn-Taking and Intonation Using Deep Neural Networks
I Szekrényes, G Kovács
International Conference on Speech and Computer, 233-243, 2017
72017
Localized spectro-temporal features for noise-robust speech recognition
G Kovács, L Tóth
2010 International Joint Conference on Computational Cybernetics and …, 2010
72010
Hate Speech Detection Using Transformer Ensembles on the HASOC Dataset
P Alonso, R Saini, G Kovács
International Conference on Speech and Computer, 13-21, 2020
62020
Challenges of Hate Speech Detection in Social Media
G Kovács, P Alonso, R Saini
SN Computer Science 2 (2), 1-15, 2021
52021
Robust multi-band ASR using Deep Neural Nets and spectro-temporal features
G Kovács, L Tóth, T Grósz
International Conference on Speech and Computer, 386-393, 2014
52014
TheNorth at HASOC 2019: Hate Speech Detection in Social Media Data.
P Alonso, R Saini, G Kovács
FIRE (Working Notes), 293-299, 2019
42019
A különböző modalitások hozzájárulásának vizsgálata a témairányítás eseteinek osztályozásához a HuComTech korpuszon
G Kovács, T Váradi
Szegedi Tudományegyetem Informatikai Tanszékcsoport, 2017
32017
Multi-band noise robust speech recognition using Deep Neural Networks
G Kovács, L Tóth
Proc. MSZNY, 287-294, 2016
32016
Applying Neural Network Techniques for Topic Change Detection in the HuComTech Corpus
G Kovács, I Szekrényes
The Temporal Structure of Multimodal Communication, 147-162, 2020
22020
Using Deep Rectifier Neural Nets and Probabilistic Sampling for Topical Unit Classification
G Kovács, T Grósz, T Váradi
Cognitive Infocommunications, Theory and Applications, 1-24, 2019
22019
Multi-Band Processing With Gabor Filters and Time Delay Neural Nets for Noise Robust Speech Recognition
G Kovács, L Tóth, G Gosztolya
2018 IEEE Spoken Language Technology Workshop (SLT), 242-249, 2018
22018
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Artikelen 1–20