Bozena Kostek

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 65

Top Venues

Publications

Paolo Bordoni, Piotr Odya, Józef Kotus, Bozena Kostek
Sounding Mechanism of a Flue Organ Pipe - A Multi-Sensor Measurement Approach. Sensors 24 (6) (2024)
Dawid Weber, Bozena Kostek
Bimodal deep learning model for subjectively enhanced emotion classification in films. Inf. Sci. 678 (2024)
Aleksandra Wedolowska, Dawid Weber, Bozena Kostek
Predicting Emotion From Color Present in Images and Video Excerpts by Machine Learning. IEEE Access 11 (2023)
Damian Koszewski, Thomas Görne, Grazina Korvel, Bozena Kostek
Automatic music signal mixing system based on one-dimensional Wave-U-Net autoencoders. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Krzysztof Kakol, Grazina Korvel, Gintautas Tamulevicius, Bozena Kostek
Detecting Lombard Speech Using Deep Learning Approach. Sensors 23 (1) (2023)
Adriana Zejmo, Maciej Gielert, Marcin Grabski, Bozena Kostek
Assessing the attractiveness of human face based on machine learning. KES (2023)
Grazina Korvel, Povilas Treigys, Krzysztof Kakol, Bozena Kostek
Investigation of the Lombard effect based on a machine learning approach. Int. J. Appl. Math. Comput. Sci. 33 (3) (2023)
Daniel Korzekwa, Jaime Lorenzo-Trueba, Thomas Drugman, Bozena Kostek
Computer-assisted Pronunciation Training - Speech synthesis is almost all you need. CoRR (2022)
Bozena Kostek
Towards searching the Holy Grail in automatic music and speech processing - examples of the correlation between human expertise and automated classification. SPA (2022)
Piotr Szczuko, Adam Kurowski, Piotr Odya, Andrzej Czyzewski, Bozena Kostek, Beata Graff, Krzysztof Narkiewicz
Mining Knowledge of Respiratory Rate Quantification and Abnormal Pattern Prediction. Cogn. Comput. 14 (6) (2022)
Bozena Kostek
Intelligent Audio Signal Processing - Do We Still Need Annotated Datasets? ACIIDS (2) (2022)
Adam Kurowski, Jozef Kotus, Piotr Odya, Bozena Kostek
A Novel Method for Intelligibility Assessment of Nonlinearly Processed Speech in Spaces Characterized by Long Reverberation Times. Sensors 22 (4) (2022)
Karolina Marciniuk, Bozena Kostek
Machine learning applied to acoustic-based road traffic monitoring. KES (2022)
Maciej Blaszke, Bozena Kostek
Musical Instrument Identification Using Deep Learning Approach. Sensors 22 (8) (2022)
Daniel Korzekwa, Jaime Lorenzo-Trueba, Thomas Drugman, Bozena Kostek
Computer-assisted pronunciation training - Speech synthesis is almost all you need. Speech Commun. 142 (2022)
Grazina Korvel, Krzysztof Kakol, Povilas Treigys, Bozena Kostek
Investigating Noise Interference on Speech Towards Applying the Lombard Effect Automatically. ISMIS (2022)
Daniel Korzekwa, Roberto Barra-Chicote, Szymon Zaporowski, Grzegorz Beringer, Jaime Lorenzo-Trueba, Alicja Serafinowicz, Jasha Droppo, Thomas Drugman, Bozena Kostek
Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention. Interspeech (2021)
Daniel Korzekwa, Jaime Lorenzo-Trueba, Thomas Drugman, Shira Calamaro, Bozena Kostek
Weakly-Supervised Word-Level Pronunciation Error Detection in Non-Native English Speech. Interspeech (2021)
Piotr Odya, Jozef Kotus, Adam Kurowski, Bozena Kostek
Acoustic Sensing Analytics Applied to Speech in Reverberation Conditions. Sensors 21 (18) (2021)
Daniel Korzekwa, Jaime Lorenzo-Trueba, Szymon Zaporowski, Shira Calamaro, Thomas Drugman, Bozena Kostek
Mispronunciation Detection in Non-native (L2) English with Uncertainty Modeling. CoRR (2021)
Daniel Korzekwa, Jaime Lorenzo-Trueba, Thomas Drugman, Shira Calamaro, Bozena Kostek
Weakly-supervised word-level pronunciation error detection in non-native English speech. CoRR (2021)
Daniel Korzekwa, Jaime Lorenzo-Trueba, Szymon Zaporowski, Shira Calamaro, Thomas Drugman, Bozena Kostek
Mispronunciation Detection in Non-Native (L2) English with Uncertainty Modeling. ICASSP (2021)
Adam Kurowski, Bozena Kostek
Reinforcement Learning Algorithm and FDTD-Based Simulation Applied to Schroeder Diffuser Design Optimization. IEEE Access 9 (2021)
Szymon Zaporowski, Bozena Kostek
Ranking Speech Features for Their Usage in Singing Emotion Classification. ISMIS (2020)
Jakub Browarczyk, Adam Kurowski, Bozena Kostek
Analyzing the Effectiveness of the Brain-Computer Interface for Task Discerning Based on Machine Learning. Sensors 20 (8) (2020)
Grazina Korvel, Krzysztof Kakol, Olga Kurasova, Bozena Kostek
Evaluation of Lombard Speech Models in the Context of Speech in Noise Enhancement. IEEE Access 8 (2020)
Daniel Korzekwa, Roberto Barra-Chicote, Szymon Zaporowski, Grzegorz Beringer, Jaime Lorenzo-Trueba, Alicja Serafinowicz, Jasha Droppo, Thomas Drugman, Bozena Kostek
Detection of Lexical Stress Errors in Non-native (L2) English with Data Augmentation and Attention. CoRR (2020)
Adam Kurowski, Katarzyna Mrozik, Bozena Kostek, Andrzej Czyzewski
Method for Clustering of Brain Activity Data Derived from EEG Signals. Fundam. Informaticae 168 (2-4) (2019)
Daniel Korzekwa, Roberto Barra-Chicote, Bozena Kostek, Thomas Drugman, Mateusz Lajszczak
Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech. INTERSPEECH (2019)
Magdalena Piotrowska, Grazina Korvel, Bozena Kostek, Tomasz E. Ciszewski, Andrzej Czyzewski
Machine Learning-based Analysis of English Lateral Allophones. Int. J. Appl. Math. Comput. Sci. 29 (2) (2019)
Daniel Korzekwa, Roberto Barra-Chicote, Bozena Kostek, Thomas Drugman, Mateusz Lajszczak
Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech. CoRR (2019)
Dawid Weber, Bozena Kostek
Subjective tests for gathering knowledge for applying color grading to video clips automatically. SPA (2019)
Grazina Korvel, Olga Kurasova, Bozena Kostek
An Attempt to Create Speech Synthesis Model That Retains Lombard Effect Characteristics. ICETE (1) (2019)
Adam Kurowski, Katarzyna Mrozik, Bozena Kostek, Andrzej Czyzewski
Comparison of the effectiveness of automatic EEG signal class separation algorithms. J. Intell. Fuzzy Syst. 37 (6) (2019)
Aleksandra Dorochowicz, Bozena Kostek
Relationship between album cover design and music genres. SPA (2019)
Damian Koszewski, Bozena Kostek
Low-level audio descriptors-based analysis of music mixes from different Digital Audio Workstations - case study. SPA (2018)
Adam Kurowski, Katarzyna Mrozik, Bozena Kostek, Andrzej Czyzewski
Automatic Clustering of EEG-Based Data Associated with Brain Activity. MISSI (2018)
Magdalena Piotrowska, Grazina Korvel, Bozena Kostek, Arkadiusz Rojczyk, Andrzej Czyzewski
Objectivization of Phonological Evaluation of Speech Elements by Means of Audio Parametrization. HSI (2018)
Grazina Korvel, Olga Kurasova, Bozena Kostek
Comparative Analysis of Spectral and Cepstral Feature Extraction Techniques for Phoneme Modelling. MISSI (2018)
Grazina Korvel, Bozena Kostek, Olga Kurasova
Comparative Analysis of Various Transformation Techniques for Voiceless Consonants Modeling. Int. J. Comput. Commun. Control 13 (5) (2018)
Aldona Rosner, Bozena Kostek
Automatic music genre classification based on musical instrument track separation. J. Intell. Inf. Syst. 50 (2) (2018)
Szymon Zaporowski, Joanna Golebiewska, Bozena Kostek, Julia Piltz
Audio-visual aspect of the Lombard effect and comparison with recordings depicting emotional states. SPA (2018)
Grazina Korvel, Bozena Kostek
Examining feature vector for phoneme recognition. ISSPIT (2017)
Katarzyna Mrozik, Bozena Kostek, Adam Kurowski, Andrzej Czyzewski
Comparison of selected electroencephalographic signal classification methods. SPA (2017)
Adam Kurowski, Piotr Odya, Piotr Szczuko, Michal Lech, Pawel Spaleniak, Bozena Kostek, Andrzej Czyzewski
Multimodal System for Diagnosis and Polysensory Stimulation of Subjects with Communication Disorders. ISMIS (2017)
Karolina Marciniuk, Bozena Kostek, Andrzej Czyzewski
Traffic Noise Analysis Applied to Automatic Vehicle Counting and Classification. MCSS (2017)
Andrzej Czyzewski, Bozena Kostek, Piotr Bratoszewski, Jozef Kotus, Marcin S. Szczuka
An audio-visual corpus for multimodal automatic speech recognition. J. Intell. Inf. Syst. 49 (2) (2017)
Andrzej Czyzewski, Bozena Kostek, Adam Kurowski, Piotr Szczuko, Michal Lech, Piotr Odya, Agnieszka Kwiatkowska
Multimodal approach for polysensory stimulation and diagnosis of subjects with severe communication disorders. CENTERIS/ProjMAN/HCist (2017)
Michal Lech, Bozena Kostek, Andrzej Czyzewski
Multimedia polysensory integration training system dedicated to children with educational difficulties. J. Intell. Inf. Syst. 47 (3) (2016)
Piotr Hoffmann, Bozena Kostek
A concept of signal equalization method based on music genre and the listener's room characteristics. SPA (2016)
Andrzej Czyzewski, Bozena Kostek, Lukasz Kosikowski
Multimodal Attention Stimulator. ICCHP (2) (2016)
Adam Kurowski, Karolina Marciniuk, Bozena Kostek
Separability Assessment of Selected Types of Vehicle-Associated Noise. MISSI (2016)
Krzysztof Kakol, Bozena Kostek
A study on signal processing methods applied to hearing aids. SPA (2016)
Andrzej Czyzewski, Bozena Kostek, Marcin S. Szykulski, Tomasz E. Ciszewski
Building Knowledge for the Purpose of Lip Speech Identification. MISSI (2016)
Kuba Lopatka, Andrzej Czyzewski, Bozena Kostek
Improving listeners' experience for movie playback through enhancing dialogue clarity in soundtracks. Digit. Signal Process. 48 (2016)
Bozena Kostek, Magdalena Plewa
Rough Sets Applied to Mood of Music Recognition. FedCSIS (2016)
Andrzej Czyzewski, Bozena Kostek
A Study in Experimental Methods of Human-Computer Communication for Patients After Severe Brain Injuries. IWBBIO (2016)
Bozena Kostek, Adam Kupryjanow, Andrzej Czyzewski
Knowledge representation of motor activity of patients with Parkinson's disease. Nat. Comput. 14 (4) (2015)
Piotr Szczuko, Bozena Kostek, Jozef Kotus, Andrzej Czyzewski
Rough Set Based Modeling and Visualization of the Acoustic Field Around the Human Head. PReMI (2015)
Jozef Kotus, Piotr Odya, Bozena Kostek
Measurements and visualization of sound field distribution around organ pipe. SPA (2015)
Andrzej Czyzewski, Adam Korzeniewski, Piotr Odya, Piotr Szczuko, Bozena Kostek
Survey on Applications of Multimedia Technology to Examine Impact of Roadside Advertising on Drivers. MCSS (2015)
Bozena Kostek
Music Information Retrieval - Soft Computing Versus Statistics. CISIM (2015)
Aldona Rosner, Bozena Kostek
Musical Instrument Separation Applied to Music Genre Classification. ISMIS (2015)
Piotr Hoffmann, Bozena Kostek
Music Genre Recognition in the Rough Set-Based Environment. PReMI (2015)
Janusz Cichowski, Andrzej Czyzewski, Bozena Kostek
Analysis of impact of audio modifications on the robustness of watermark for non-blind architecture. Multim. Tools Appl. 74 (12) (2015)
Michal Lech, Andrzej Czyzewski, Waldemar Kucharski, Bozena Kostek
Computer-Supported Polysensory Integration Technology for Educationally Handicapped Pupils. ISMIS (2014)
Piotr Hoffmann, Bozena Kostek
Music Data Processing and Mining in Large Databases for Active Media. AMT (2014)
Bartosz Kunka, Adam Korzeniewski, Bozena Kostek, Andrzej Czyzewski
Eye-Gaze Tracking-Based Telepresence System for Videoconferencing. AMT (2014)
Bozena Kostek, Magdalena Plewa
Parametrisation and correlation analysis applied to music mood classification. Int. J. Comput. Intell. Stud. 2 (1) (2013)
Bozena Kostek, Andrzej Kaczmarek
Music Recommendation Based on Multidimensional Description and Similarity Measures. Fundam. Informaticae 127 (1-4) (2013)
Janusz Cichowski, Andrzej Czyzewski, Bozena Kostek
Visual Data Encryption for Privacy Enhancement in Surveillance Systems. ACIVS (2013)
Maciej Szczodrak, Jozef Kotus, Andrzej Czyzewski, Bozena Kostek
The Application of a noise Mapping Tool Deployed in Grid Infrastructure for Creating noise Maps of Urban areas. Comput. Sci. 14 (2) (2013)
Aldona Rosner, Felix Weninger, Björn W. Schuller, Marcin Michalak, Bozena Kostek
Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification. ICMMI (2013)
Piotr Czyzyk, Janusz Cichowski, Andrzej Czyzewski, Bozena Kostek
Analysis of Impact of Lossy Audio Compression on the Robustness of Watermark Embedded in the DWT Domain for Non-blind Copyright Protection. MCSS (2012)
Michal Lech, Bozena Kostek, Andrzej Czyzewski
Examining Classifiers Applied to Static Hand Gesture Recognition in Novel Sound Mixing System. MISSI (2012)
Michal Lech, Bozena Kostek, Andrzej Czyzewski
Virtual Whiteboard: A gesture-controlled pen-free tool emulating school whiteboard. Intell. Decis. Technol. 6 (2) (2012)
Andrzej Czyzewski, Bozena Kostek
Intelligent video and audio applications for learning enhancement. J. Intell. Inf. Syst. 38 (3) (2012)
Katarzyna Kaszuba, Bozena Kostek
A new approach for automatic assessment of a neurological condition employing hand gesture classification. Intell. Decis. Technol. 6 (2) (2012)
Michal Lech, Bozena Kostek
Hand gesture recognition supported by fuzzy rules and Kalman filters. Int. J. Intell. Inf. Database Syst. 6 (5) (2012)
Bozena Kostek
Observing Uncertainty in Music Tagging by Automatic Gaze Tracking. Semantic Audio (2011)
Andrzej Czyzewski, Bozena Kostek, Adam Kupryjanow
Automatic Sound Restoration System - Concepts and Design. SIGMAP (2011)
Katarzyna Kaszuba, Bozena Kostek
3D Hand Shape Modeling for Automatic Assessing Motor Performance in Parkinson's Disease. ICMMI (2011)
Bozena Kostek, Adam Kupryjanow, Pawel Zwan, Wenxin Jiang, Zbigniew W. Ras, Marcin Wojnarski, Joanna Swietlicka
Report of the ISMIS 2011 Contest: Music Information Retrieval. ISMIS (2011)
Andrzej Czyzewski, Bozena Kostek
Intelligent Multimedia Solutions Supporting Special Education Needs. ISMIS (2011)
Bartosz Kunka, Bozena Kostek, Maciej Kulesza, Piotr Szczuko, Andrzej Czyzewski
Gaze-tracking-based audio-visual correlation analysis employing quality of experience methodology. Intell. Decis. Technol. 4 (3) (2010)
Pawel Zwan, Katarzyna Kaszuba, Bozena Kostek
Monitoring Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data Processing. RSCTC (2010)
Michal Lech, Bozena Kostek
Fuzzy Rule-Based Dynamic Gesture Recognition Employing Camera and Multimedia Projector. MISSI (2010)
Bartosz Kunka, Bozena Kostek
Exploiting Audio-Visual Correlation by Means of Gaze Tracking. Int. J. Comput. Sci. Appl. 7 (3) (2010)
Michal Lech, Bozena Kostek
Gesture controlled interactive whiteboard based on SVM and fuzzy logic. SIGGRAPH Posters (2010)
Andrzej Czyzewski, Piotr Odya, Janusz M. Smulko, Grzegorz Lentka, Bozena Kostek, Mateusz Kotarski
Scent Emitting Multimodal Computer Interface for Learning Enhancement. DEXA Workshops (2010)
Adam Kupryjanow, Bartosz Kunka, Bozena Kostek
UPDRS Tests for Diagnosis of Parkinson's Disease Employing Virtual-Touchpad. DEXA Workshops (2010)
Marek Dziubinski, Bozena Kostek
Evaluation of the Separation Algorithm Performance Employing ANNs. MISSI (2010)
Piotr Szczuko, Bozena Kostek
Enhancement of computer character animation utilizing fuzzy rules. KES IIMSS (2009)
Piotr Szczuko, Bozena Kostek, Andrzej Czyzewski
New Method for Personalization of Avatar Animation. ICMMI (2009)
Michal Lech, Bozena Kostek
Human-Computer Interaction Approach Applied to the Multimedia System of Polysensory Integration. KES IIMSS (2009)
Andrzej Czyzewski, Piotr Odya, Agnieszka Grabkowska, Michal Grabkowski, Bozena Kostek
Smart pen: new multimodal computer control tool for dyslexia therapy. SIGGRAPH Posters (2009)
Bartosz Kunka, Andrzej Czyzewski, Bozena Kostek
Concentration Tests - An Application of Gaze Tracker to Concentration Exercises. CSEDU (2) (2009)
Bartosz Kunka, Bozena Kostek
An new method of audio-visual correlation analysis. IMCSIT (2009)
Bozena Kostek, Jaroslaw Wójcik, Piotr Szczuko
Automatic Rhythm Retrieval from Musical Files. Trans. Rough Sets 9 (2008)
Pawel Zwan, Piotr Szczuko, Bozena Kostek, Andrzej Czyzewski
Automatic Singing Voice Recognition Employing Neural Networks and Rough Sets. Trans. Rough Sets 9 (2008)

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Publication Activity (10 Years)

Top Topics

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Bozena Kostek