Gábor Gosztolya

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 81

Top Venues

Publications

Ibrahim Ibrahimov, Gábor Gosztolya, Tamás Gábor Csapó
Data Augmentation Methods on Ultrasound Tongue Images for Articulation-to-Speech Synthesis. SSW (2023)
Mercedes Vetráb, Gábor Gosztolya
Using Hybrid HMM/DNN Embedding Extractor Models in Computational Paralinguistic Tasks. Sensors 23 (11) (2023)
José Vicente Egas López, Gábor Gosztolya
Identifying Subjects Wearing a Mask from the Speech by Means of Encoded Speech Representations. TSD (2023)
José Vicente Egas López, Gábor Gosztolya
Using Custom X-vectors for the Automatic Screening of COVID-19 Based on Coughing Audio Samples. SACI (2023)
László Tóth, Amin Honarmandi Shandiz, Gábor Gosztolya, Tamás Gábor Csapó
Adaptation of Tongue Ultrasound-Based Silent Speech Interfaces Using Spatial Transformer Networks. CoRR (2023)
László Tóth, Amin Honarmandi Shandiz, Gábor Gosztolya, Tamás Gábor Csapó
Adaptation of Tongue Ultrasound-Based Silent Speech Interfaces Using Spatial Transformer Networks. INTERSPEECH (2023)
José Vicente Egas López, Veronika Svindt, Judit Bóna, Ildikó Hoffmann, Gábor Gosztolya
Automated Multiple Sclerosis Screening Based on Encoded Speech Representations. INTERSPEECH (2023)
Mercedes Vetráb, Gábor Gosztolya
Aggregation Strategies of Wav2vec 2.0 Embeddings for Computational Paralinguistic Tasks. SPECOM (1) (2023)
Tamás Gábor Csapó, Gábor Gosztolya, László Tóth, Amin Honarmandi Shandiz, Alexandra Markó
Optimizing the Ultrasound Tongue Image Representation for Residual Network-Based Articulatory-to-Acoustic Mapping. Sensors 22 (22) (2022)
José Vicente Egas López, Réka Balogh, Nóra Imre, Ildikó Hoffmann, Martina Katalin Szabó, László Tóth, Magdolna Pákáski, János Kálmán, Gábor Gosztolya
Automatic screening of mild cognitive impairment and Alzheimer's disease by means of posterior-thresholding hesitation representation. Comput. Speech Lang. 75 (2022)
Mercedes Vetráb, José Vicente Egas López, Réka Balogh, Nóra Imre, Ildikó Hoffmann, László Tóth, Magdolna Pákáski, János Kálmán, Gábor Gosztolya
Using Spectral Sequence-to-Sequence Autoencoders to Assess Mild Cognitive Impairment. ICASSP (2022)
Gábor Gosztolya
Optimizing class priors to improve the detection of social signals in audio data. Eng. Appl. Artif. Intell. 107 (2022)
José Vicente Egas López, Gábor Kiss, Dávid Sztahó, Gábor Gosztolya
Automatic Assessment of the Degree of Clinical Depression from Speech Using X-Vectors. ICASSP (2022)
Veronika Vincze, Martina Katalin Szabó, Ildikó Hoffmann, László Tóth, Magdolna Pákáski, János Kálmán, Gábor Gosztolya
Linguistic Parameters of Spontaneous Speech for Identifying Mild Cognitive Impairment and Alzheimer Disease. Comput. Linguistics 48 (1) (2022)
Gábor Gosztolya, László Tóth, Veronika Svindt, Judit Bóna, Ildikó Hoffmann
Using Acoustic Deep Neural Network Embeddings to Detect Multiple Sclerosis From Speech. ICASSP (2022)
José Vicente Egas López, Róbert Busa-Fekete, Gábor Gosztolya
On the Use of Ensemble X-Vector Embeddings for Improved Sleepiness Detection. SPECOM (2022)
José Vicente Egas López, Gábor Gosztolya
Identification of Subjects Wearing a Surgical Mask from Their Speech by Means of X-vectors and Fisher Vectors. MDAI (2022)
Gábor Gosztolya
Estimating the degree of conflict in speech by employing Bag-of-Audio-Words and Fisher Vectors. Expert Syst. Appl. 205 (2022)
Amin Honarmandi Shandiz, László Tóth, Gábor Gosztolya, Alexandra Markó, Tamás Gábor Csapó
Neural Speaker Embeddings for Ultrasound-Based Silent Speech Interfaces. Interspeech (2021)
José Vicente Egas López, Gábor Gosztolya
Deep Neural Network Embeddings for the Estimation of the Degree of Sleepiness. ICASSP (2021)
Amin Honarmandi Shandiz, László Tóth, Gábor Gosztolya, Alexandra Markó, Tamás Gábor Csapó
Improving Neural Silent Speech Interface Models by Adversarial Training. AICV (2021)
Gábor Gosztolya, Réka Balogh, Nóra Imre, José Vicente Egas López, Ildikó Hoffmann, Veronika Vincze, László Tóth, Davangere P. Devanand, Magdolna Pákáski, János Kálmán
Cross-lingual detection of mild cognitive impairment based on temporal parameters of spontaneous speech. Comput. Speech Lang. 69 (2021)
Csaba Zainkó, László Tóth, Amin Honarmandi Shandiz, Gábor Gosztolya, Alexandra Markó, Géza Németh, Tamás Gábor Csapó
Adaptation of Tacotron2-based Text-To-Speech for Articulatory-to-Acoustic Mapping using Ultrasound Tongue Imaging. CoRR (2021)
Gábor Gosztolya, Róbert Busa-Fekete
Ensemble Bag-of-Audio-Words Representation Improves Paralinguistic Classification Accuracy. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Amin Honarmandi Shandiz, László Tóth, Gábor Gosztolya, Alexandra Markó, Tamás Gábor Csapó
Neural Speaker Embeddings for Ultrasound-based Silent Speech Interfaces. CoRR (2021)
Csaba Zainkó, László Tóth, Amin Honarmandi Shandiz, Gábor Gosztolya, Alexandra Markó, Géza Németh, Tamás Gábor Csapó
Adaptation of Tacotron2-based Text-To-Speech for Articulatory-to-Acoustic Mapping using Ultrasound Tongue Imaging. SSW (2021)
Tamás Gábor Csapó, László Tóth, Gábor Gosztolya, Alexandra Markó
Speech Synthesis from Text and Ultrasound Tongue Image-based Articulatory Input. SSW (2021)
Tamás Gábor Csapó, László Tóth, Gábor Gosztolya, Alexandra Markó
Speech Synthesis from Text and Ultrasound Tongue Image-based Articulatory Input. CoRR (2021)
José Vicente Egas López, Gábor Gosztolya
Using the Fisher Vector Approach for Cold Identification. Acta Cybern. 25 (2) (2021)
Amin Honarmandi Shandiz, László Tóth, Gábor Gosztolya, Alexandra Markó, Tamás Gábor Csapó
Improving Neural Silent Speech Interface Models by Adversarial Training. CoRR (2021)
José Vicente Egas López, Mercedes Vetráb, László Tóth, Gábor Gosztolya
Identifying Conflict Escalation and Primates by Using Ensemble X-Vectors and Fisher Vector Features. Interspeech (2021)
Mercedes Vetráb, Gábor Gosztolya
Investigating the Corpus Independence of the Bag-of-Audio-Words Approach. TDS (2020)
José Vicente Egas López, Gábor Gosztolya
Predicting a Cold from Speech Using Fisher Vectors; SVM and XGBoost as Classifiers. SPECOM (2020)
Tamás Gábor Csapó, Csaba Zainkó, László Tóth, Gábor Gosztolya, Alexandra Markó
Ultrasound-Based Articulatory-to-Acoustic Mapping with WaveGlow Speech Synthesis. INTERSPEECH (2020)
Gábor Gosztolya, László Tóth
Applying Speech Tempo-Derived Features, BoAW and Fisher Vectors to Detect Elderly Emotion and Speech in Surgical Masks. CoRR (2020)
Tamás Gábor Csapó, Csaba Zainkó, László Tóth, Gábor Gosztolya, Alexandra Markó
Ultrasound-based Articulatory-to-Acoustic Mapping with WaveGlow Speech Synthesis. CoRR (2020)
Gábor Gosztolya, Anita Bagi, Szilvia Szalóki, István Szendi, Ildikó Hoffmann
Making a Distinction Between Schizophrenia and Bipolar Disorder Based on Temporal Parameters in Spontaneous Speech. INTERSPEECH (2020)
Gábor Gosztolya, Tamás Grósz, László Tóth
Social Signal Detection by Probabilistic Sampling DNN Training. IEEE Trans. Affect. Comput. 11 (1) (2020)
Gábor Gosztolya
Very Short-Term Conflict Intensity Estimation Using Fisher Vectors. INTERSPEECH (2020)
Gábor Gosztolya, Ádám Pintér, László Tóth, Tamás Grósz, Alexandra Markó, Tamás Gábor Csapó
Autoencoder-Based Articulatory-to-Acoustic Mapping for Ultrasound Silent Speech Interfaces. IJCNN (2019)
Tamás Gábor Csapó, Mohammed Salah Al-Radhi, Géza Németh, Gábor Gosztolya, Tamás Grósz, László Tóth, Alexandra Markó
Ultrasound-based Silent Speech Interface Built on a Continuous Vocoder. CoRR (2019)
José Vicente Egas López, Juan Rafael Orozco-Arroyave, Gábor Gosztolya
Assessing Parkinson's Disease from Speech Using Fisher Vectors. INTERSPEECH (2019)
Gábor Gosztolya, Veronika Vincze, László Tóth, Magdolna Pákáski, János Kálmán, Ildikó Hoffmann
Identifying Mild Cognitive Impairment and mild Alzheimer's disease based on spontaneous speech using ASR and linguistic features. Comput. Speech Lang. 53 (2019)
Gábor Gosztolya, László Tóth
Calibrating DNN Posterior Probability Estimates of HMM/DNN Models to Improve Social Signal Detection from Audio Data. INTERSPEECH (2019)
Gábor Gosztolya, András Beke, Tilda Neuberger
Differentiating Laughter Types via HMM/DNN and Probabilistic Sampling. SPECOM (2019)
Gábor Gosztolya
Using the Bag-of-Audio-Word Feature Representation of ASR DNN Posteriors for Paralinguistic Classification. INTERSPEECH (2019)
László Tóth, Gábor Gosztolya
Reducing the Inter-speaker Variance of CNN Acoustic Models Using Unsupervised Adversarial Multi-task Training. SPECOM (2019)
Gábor Gosztolya
Posterior-thresholding feature extraction for paralinguistic speech classification. Knowl. Based Syst. 186 (2019)
Gábor Gosztolya
Using Fisher Vector and Bag-of-Audio-Words Representations to Identify Styrian Dialects, Sleepiness, Baby & Orca Sounds. INTERSPEECH (2019)
Tamás Gábor Csapó, Mohammed Salah Al-Radhi, Géza Németh, Gábor Gosztolya, Tamás Grósz, László Tóth, Alexandra Markó
Ultrasound-Based Silent Speech Interface Built on a Continuous Vocoder. INTERSPEECH (2019)
Gábor Gosztolya, Ádám Pintér, László Tóth, Tamás Grósz, Alexandra Markó, Tamás Gábor Csapó
Autoencoder-Based Articulatory-to-Acoustic Mapping for Ultrasound Silent Speech Interfaces. CoRR (2019)
Nóra Imre, Réka Balogh, Gábor Gosztolya, László Tóth, Tamás Várkonyi, Csaba Lengyel, Magdolna Pákáski, János Kálmán
Automatic recognition of temporal speech features in type 2 diabetes mellitus with mild cognitive impairment. CogInfoCom (2019)
José Vicente Egas López, László Tóth, Ildikó Hoffmann, János Kálmán, Magdolna Pákáski, Gábor Gosztolya
Assessing Alzheimer's Disease from Speech Using the i-vector Approach. SPECOM (2019)
Gábor Gosztolya, Róbert Busa-Fekete
Calibrating AdaBoost for phoneme classification. Soft Comput. 23 (1) (2019)
László Tóth, Gábor Gosztolya, Tamás Grósz, Alexandra Markó, Tamás Gábor Csapó
Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces. INTERSPEECH (2018)
Gábor Gosztolya, Anita Bagi, Szilvia Szalóki, István Szendi, Ildikó Hoffmann
Identifying Schizophrenia Based on Temporal Parameters in Spontaneous Speech. INTERSPEECH (2018)
Máté Ákos Tündik, György Szaszák, Gábor Gosztolya, András Beke
User-centric Evaluation of Automatic Punctuation in ASR Closed Captioning. INTERSPEECH (2018)
Tamás Grósz, Gábor Gosztolya, László Tóth, Tamás Gábor Csapó, Alexandra Markó
F0 Estimation for DNN-Based Ultrasound Silent Speech Interfaces. ICASSP (2018)
Gábor Gosztolya, Róbert Busa-Fekete
Posterior Calibration for Multi-Class Paralinguistic Classification. SLT (2018)
György Kovács, László Tóth, Gábor Gosztolya
Multi-Band Processing With Gabor Filters and Time Delay Neural Nets for Noise Robust Speech Recognition. SLT (2018)
Gábor Gosztolya, László Tóth
A feature selection-based speaker clustering method for paralinguistic tasks. Pattern Anal. Appl. 21 (1) (2018)
Gábor Gosztolya, Tamás Grósz, László Tóth
General Utterance-Level Feature Extraction for Classifying Crying Sounds, Atypical & Self-Assessed Affect and Heart Beats. INTERSPEECH (2018)
Tamás Grósz, Gábor Gosztolya, László Tóth
Training Context-Dependent DNN Acoustic Models Using Probabilistic Sampling. INTERSPEECH (2017)
Gábor Gosztolya
Optimized Time Series Filters for Detecting Laughter and Filler Events. INTERSPEECH (2017)
Gábor Gosztolya, Róbert Busa-Fekete, Tamás Grósz, László Tóth
DNN-Based Feature Extraction and Classifier Combination for Child-Directed Speech, Cold and Snoring Identification. INTERSPEECH (2017)
Tamás Gábor Csapó, Tamás Grósz, Gábor Gosztolya, László Tóth, Alexandra Markó
DNN-Based Ultrasound-to-Speech Conversion for a Silent Speech Interface. INTERSPEECH (2017)
Tamás Grósz, Gábor Gosztolya, László Tóth
A Comparative Evaluation of GMM-Free State Tying Methods for ASR. INTERSPEECH (2017)
Gábor Gosztolya, László Tóth
DNN-Based Feature Extraction for Conflict Intensity Estimation From Speech. IEEE Signal Process. Lett. 24 (12) (2017)
László Tóth, Gábor Gosztolya
Adaptation of DNN Acoustic Models Using KL-divergence Regularization and Multi-task Training. SPECOM (2016)
Gábor Gosztolya, László Tóth, Tamás Grósz, Veronika Vincze, Ildikó Hoffmann, Gréta Szatlóczki, Magdolna Pákáski, János Kálmán
Detecting Mild Cognitive Impairment from Spontaneous Speech by Correlation-Based Phonetic Feature Selection. INTERSPEECH (2016)
Gábor Gosztolya, Tamás Grósz, György Szaszák, László Tóth
Estimating the Sincerity of Apologies in Speech by DNN Rank Learning and Prosodic Analysis. INTERSPEECH (2016)
Gábor Gosztolya, Tamás Grósz, Róbert Busa-Fekete, László Tóth
Determining Native Language and Deception Using Phonetic Features and Classifier Combination. INTERSPEECH (2016)
Gábor Gosztolya, Tamás Grósz, László Tóth
GMM-Free Flat Start Sequence-Discriminative DNN Training. INTERSPEECH (2016)
Gábor Gosztolya
Detecting Laughter and Filler Events by Time Series Smoothing with Genetic Algorithms. SPECOM (2016)
Gábor Gosztolya, Tamás Grósz, László Tóth
GMM-Free Flat Start Sequence-Discriminative DNN Training. CoRR (2016)
Veronika Vincze, Gábor Gosztolya, László Tóth, Ildikó Hoffmann, Gréta Szatlóczki, Zoltán Bánréti, Magdolna Pákáski, János Kálmán
Detecting Mild Cognitive Impairment by Exploiting Linguistic Information from Transcripts. ACL (2) (2016)
Tamás Grósz, Róbert Busa-Fekete, Gábor Gosztolya, László Tóth
Assessing the degree of nativeness and parkinson's condition using Gaussian processes and deep rectifier neural networks. INTERSPEECH (2015)
Gábor Gosztolya
Conflict intensity estimation from speech using Greedy forward-backward feature selection. INTERSPEECH (2015)
László Tóth, Gábor Gosztolya, Veronika Vincze, Ildikó Hoffmann, Gréta Szatlóczki, Edit Biró, Fruzsina Zsura, Magdolna Pákáski, János Kálmán
Automatic detection of mild cognitive impairment from spontaneous speech using ASR. INTERSPEECH (2015)
Gábor Gosztolya, Tamás Grósz, László Tóth, David Imseng
Building context-dependent DNN acoustic models using Kullback-Leibler divergence-based state tying. ICASSP (2015)
Gábor Gosztolya
On evaluation metrics for social signal detection. INTERSPEECH (2015)
Tamás Grósz, Gábor Gosztolya, László Tóth
A Sequence Training Method for Deep Rectifier Neural Networks in Speech Recognition. SPECOM (2014)
Gábor Gosztolya, Tamás Grósz, Róbert Busa-Fekete, László Tóth
Detecting the intensity of cognitive and physical load using AdaBoost and deep rectifier neural networks. INTERSPEECH (2014)
Gábor Gosztolya, József Dombi
Applying Representative Uninorms for Phonetic Classifier Combination. MDAI (2014)
Gábor Gosztolya
On the Concept of Correct Hits in Spoken Term Detection. AIC (2014)
Gábor Gosztolya, Róbert Busa-Fekete, László Tóth
Detecting autism, emotions and social signals using adaboost. INTERSPEECH (2013)
Gábor Gosztolya
Using the Logarithmic Generator Function in the Spoken Term Detection Task. MDAI (2013)
Gábor Gosztolya, György Kovács, László Tóth
Spoken term detection from noisy input. SACI (2011)
Gábor Gosztolya, József Dombi, András Kocsor
Applying the Generalized Dombi Operator Family to the Speech Recognition Task. J. Comput. Inf. Technol. 17 (3) (2009)
Gábor Gosztolya, András Bánhalmi, László Tóth
Using One-Class Classification Techniques in the Anti-phoneme Problem. IbPRIA (2009)
László Tóth, Joe Frankel, Gábor Gosztolya, Simon King
Cross-lingual portability of MLP-based tandem features - a case study for English and Hungarian. INTERSPEECH (2008)
Gábor Gosztolya, László Tóth
Detection of Phoneme Boundaries Using Spiking Neurons. ICAISC (2008)
Gábor Gosztolya, András Kocsor
A Hierarchical Evaluation Methodology in Speech Recognition. Acta Cybern. 17 (2) (2006)
András Kocsor, Gábor Gosztolya
The use of speed-up techniques for a speech recognizer system. Int. J. Speech Technol. 9 (3-4) (2006)
Gábor Gosztolya, András Kocsor
Speeding Up Dynamic Search Methods in Speech Recognition. IEA/AIE (2005)
Gábor Gosztolya, András Kocsor
Aggregation Operators and Hypothesis Space Reductions in Speech Recognition. TSD (2004)
László Tóth, András Kocsor, Gábor Gosztolya
Telephone Speech Recognition via the Combination of Knowledge Sources in a Segmental Speech Model. Acta Cybern. 16 (4) (2004)
László Tóth, Gábor Gosztolya
Replicator Neural Networks for Outlier Modeling in Segmental Speech Recognition. ISNN (1) (2004)
Gábor Gosztolya, András Kocsor
Improving the Multi-stack Decoding Algorithm in a Segment-Based Speech Recognizer. IEA/AIE (2003)
Gábor Gosztolya, András Kocsor, László Tóth
Various Robust Search Methods in a Hungarian Speech Recognition System. Acta Cybern. 16 (2) (2003)

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Publication Activity (10 Years)

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Gábor Gosztolya