← Authors

Gábor Gosztolya

29 papers · 2016–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (8) 🗺️ Taxonomy Completionist (19) 🐝 Cross-Pollinator (13) 🏠 Conference Loyalist (28) 🐺 Lone Wolf (4) 🔬 Deep Specialist (16) 🏆 Keyword Champion (4) 🌱 Topic Pioneer 🤝 Dynamic Duo (18) 📈 Trend Setter 🔥 Unstoppable (6) 🚀 Conference Pioneer ⚡ Prolific Year (5) 💎 Century Club (29) 🗃️ Keyword Collector (56)

Conferences

INTERSPEECH (28) ACL (1)

Top co-authors

László Tóth (18) Tamás Grósz (11) Ildikó Hoffmann (7) Tamás Gábor Csapó (6) Alexandra Markó (5) Veronika Svindt (3) Judit Bóna (3) Anita Bagi (2) Szilvia Szalóki (2) György Szaszák (2)

Research topics

Synthesis (2)

Keywords

deep neural network (10) support vector machine (6) feature extraction (5) speech analysis (5) silent speech interface (5) fisher vector (4) speech classification (4) automatic speech recognition (3) ultrasound imaging (3) ultrasound tongue imaging (3) acoustic model (3) spontaneous speech (3) hidden markov model (3) articulatory-to-acoustic mapping (3) speaker embedding (2) transfer learning (2) feature selection (2) gaussian mixture model (2) speech processing (2) schizophrenia detection (2)

Papers

Automatic Longitudinal Investigation of Multiple Sclerosis Subjects INTERSPEECH 2024
Wav2vec 2.0 Embeddings Are No Swiss Army Knife -- A Case Study for Multiple Sclerosis INTERSPEECH 2024
Combining Acoustic Feature Sets for Detecting Mild Cognitive Impairment in the Interspeech'24 TAUKADIAL Challenge INTERSPEECH 2024
Automated Multiple Sclerosis Screening Based on Encoded Speech Representations INTERSPEECH 2023
Adaptation of Tongue Ultrasound-Based Silent Speech Interfaces Using Spatial Transformer Networks INTERSPEECH 2023
Identifying Conflict Escalation and Primates by Using Ensemble X-Vectors and Fisher Vector Features INTERSPEECH 2021
Neural Speaker Embeddings for Ultrasound-Based Silent Speech Interfaces INTERSPEECH 2021
Very Short-Term Conflict Intensity Estimation Using Fisher Vectors INTERSPEECH 2020
Making a Distinction Between Schizophrenia and Bipolar Disorder Based on Temporal Parameters in Spontaneous Speech INTERSPEECH 2020
Ultrasound-Based Articulatory-to-Acoustic Mapping with WaveGlow Speech Synthesis INTERSPEECH 2020
Calibrating DNN Posterior Probability Estimates of HMM/DNN Models to Improve Social Signal Detection from Audio Data INTERSPEECH 2019
Ultrasound-Based Silent Speech Interface Built on a Continuous Vocoder INTERSPEECH 2019
Using Fisher Vector and Bag-of-Audio-Words Representations to Identify Styrian Dialects, Sleepiness, Baby & Orca Sounds INTERSPEECH 2019
Assessing Parkinson’s Disease from Speech Using Fisher Vectors INTERSPEECH 2019
Using the Bag-of-Audio-Word Feature Representation of ASR DNN Posteriors for Paralinguistic Classification INTERSPEECH 2019
User-centric Evaluation of Automatic Punctuation in ASR Closed Captioning INTERSPEECH 2018
Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces INTERSPEECH 2018
Identifying Schizophrenia Based on Temporal Parameters in Spontaneous Speech INTERSPEECH 2018
General Utterance-Level Feature Extraction for Classifying Crying Sounds, Atypical & Self-Assessed Affect and Heart Beats INTERSPEECH 2018
Training Context-Dependent DNN Acoustic Models Using Probabilistic Sampling INTERSPEECH 2017
A Comparative Evaluation of GMM-Free State Tying Methods for ASR INTERSPEECH 2017
DNN-Based Ultrasound-to-Speech Conversion for a Silent Speech Interface INTERSPEECH 2017
DNN-Based Feature Extraction and Classifier Combination for Child-Directed Speech, Cold and Snoring Identification INTERSPEECH 2017
Optimized Time Series Filters for Detecting Laughter and Filler Events INTERSPEECH 2017
Detecting Mild Cognitive Impairment by Exploiting Linguistic Information from Transcripts ACL 2016
Determining Native Language and Deception Using Phonetic Features and Classifier Combination INTERSPEECH 2016
Estimating the Sincerity of Apologies in Speech by DNN Rank Learning and Prosodic Analysis INTERSPEECH 2016
Detecting Mild Cognitive Impairment from Spontaneous Speech by Correlation-Based Phonetic Feature Selection INTERSPEECH 2016
GMM-Free Flat Start Sequence-Discriminative DNN Training INTERSPEECH 2016