Bozena Kostek

Orcid: 0000-0001-6288-2908

According to our database1, Bozena Kostek authored at least 135 papers between 1993 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Sounding Mechanism of a Flue Organ Pipe - A Multi-Sensor Measurement Approach.
Sensors, March, 2024

2023
Automatic music signal mixing system based on one-dimensional Wave-U-Net autoencoders.
EURASIP J. Audio Speech Music. Process., December, 2023

Detecting Lombard Speech Using Deep Learning Approach.
Sensors, 2023

Predicting Emotion From Color Present in Images and Video Excerpts by Machine Learning.
IEEE Access, 2023

Assessing the attractiveness of human face based on machine learning.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022
Computer-assisted pronunciation training - Speech synthesis is almost all you need.
Speech Commun., 2022

A Novel Method for Intelligibility Assessment of Nonlinearly Processed Speech in Spaces Characterized by Long Reverberation Times.
Sensors, 2022

Musical Instrument Identification Using Deep Learning Approach.
Sensors, 2022

Mining Knowledge of Respiratory Rate Quantification and Abnormal Pattern Prediction.
Cogn. Comput., 2022

Towards searching the Holy Grail in automatic music and speech processing - examples of the correlation between human expertise and automated classification.
Proceedings of the Signal Processing: Algorithms, 2022

Machine learning applied to acoustic-based road traffic monitoring.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Investigating Noise Interference on Speech Towards Applying the Lombard Effect Automatically.
Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

Intelligent Audio Signal Processing - Do We Still Need Annotated Datasets?
Proceedings of the Intelligent Information and Database Systems - 14th Asian Conference, 2022

2021
Acoustic Sensing Analytics Applied to Speech in Reverberation Conditions.
Sensors, 2021

Reinforcement Learning Algorithm and FDTD-Based Simulation Applied to Schroeder Diffuser Design Optimization.
IEEE Access, 2021

Weakly-Supervised Word-Level Pronunciation Error Detection in Non-Native English Speech.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Mispronunciation Detection in Non-Native (L2) English with Uncertainty Modeling.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Analyzing the Effectiveness of the Brain-Computer Interface for Task Discerning Based on Machine Learning.
Sensors, 2020

Evaluation of Lombard Speech Models in the Context of Speech in Noise Enhancement.
IEEE Access, 2020

Ranking Speech Features for Their Usage in Singing Emotion Classification.
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

2019
Speech Analytics Based on Machine Learning.
Proceedings of the Machine Learning Paradigms - Advances in Data Analytics, 2019

Comparison of the effectiveness of automatic EEG signal class separation algorithms.
J. Intell. Fuzzy Syst., 2019

Method for Clustering of Brain Activity Data Derived from EEG Signals.
Fundam. Informaticae, 2019

Machine Learning-based Analysis of English Lateral Allophones.
Int. J. Appl. Math. Comput. Sci., 2019

Subjective tests for gathering knowledge for applying color grading to video clips automatically.
Proceedings of the Signal Processing: Algorithms, 2019

Relationship between album cover design and music genres.
Proceedings of the Signal Processing: Algorithms, 2019

Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech.
Proceedings of the Interspeech 2019, 2019

An Attempt to Create Speech Synthesis Model That Retains Lombard Effect Characteristics.
Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019

Classification of Music Genres by Means of Listening Tests and Decision Algorithms.
Proceedings of the Intelligent Methods and Big Data in Industrial Applications., 2019

2018
Automatic music genre classification based on musical instrument track separation.
J. Intell. Inf. Syst., 2018

Comparative Analysis of Various Transformation Techniques for Voiceless Consonants Modeling.
Int. J. Comput. Commun. Control, 2018

Audio-visual aspect of the Lombard effect and comparison with recordings depicting emotional states.
Proceedings of the Signal Processing: Algorithms, 2018

Low-level audio descriptors-based analysis of music mixes from different Digital Audio Workstations - case study.
Proceedings of the Signal Processing: Algorithms, 2018

Automatic Clustering of EEG-Based Data Associated with Brain Activity.
Proceedings of the Multimedia and Network Information Systems, 2018

Comparative Analysis of Spectral and Cepstral Feature Extraction Techniques for Phoneme Modelling.
Proceedings of the Multimedia and Network Information Systems, 2018

Objectivization of Phonological Evaluation of Speech Elements by Means of Audio Parametrization.
Proceedings of the 11th International Conference on Human System Interaction, 2018

2017
An audio-visual corpus for multimodal automatic speech recognition.
J. Intell. Inf. Syst., 2017

Comparison of selected electroencephalographic signal classification methods.
Proceedings of the Signal Processing: Algorithms, 2017

Traffic Noise Analysis Applied to Automatic Vehicle Counting and Classification.
Proceedings of the Multimedia Communications, Services and Security, 2017

Examining feature vector for phoneme recognition.
Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017

Multimodal System for Diagnosis and Polysensory Stimulation of Subjects with Communication Disorders.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Multimodal approach for polysensory stimulation and diagnosis of subjects with severe communication disorders.
Proceedings of the CENTERIS 2017 - International Conference on ENTERprise Information Systems / ProjMAN 2017 - International Conference on Project MANagement / HCist 2017, 2017

2016
Multimedia polysensory integration training system dedicated to children with educational difficulties.
J. Intell. Inf. Syst., 2016

Improving listeners' experience for movie playback through enhancing dialogue clarity in soundtracks.
Digit. Signal Process., 2016

A study on signal processing methods applied to hearing aids.
Proceedings of the Signal Processing: Algorithms, 2016

A concept of signal equalization method based on music genre and the listener's room characteristics.
Proceedings of the Signal Processing: Algorithms, 2016

Separability Assessment of Selected Types of Vehicle-Associated Noise.
Proceedings of the Multimedia and Network Information Systems, 2016

Building Knowledge for the Purpose of Lip Speech Identification.
Proceedings of the Multimedia and Network Information Systems, 2016

A Study in Experimental Methods of Human-Computer Communication for Patients After Severe Brain Injuries.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016

Multimodal Attention Stimulator.
Proceedings of the Computers Helping People with Special Needs, 2016

Rough Sets Applied to Mood of Music Recognition.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015
Knowledge representation of motor activity of patients with Parkinson's disease.
Nat. Comput., 2015

Analysis of impact of audio modifications on the robustness of watermark for non-blind architecture.
Multim. Tools Appl., 2015

Measurements and visualization of sound field distribution around organ pipe.
Proceedings of the Signal Processing: Algorithms, 2015

Rough Set Based Modeling and Visualization of the Acoustic Field Around the Human Head.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Music Genre Recognition in the Rough Set-Based Environment.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Survey on Applications of Multimedia Technology to Examine Impact of Roadside Advertising on Drivers.
Proceedings of the Multimedia Communications, Services and Security, 2015

Musical Instrument Separation Applied to Music Genre Classification.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Music Information Retrieval - Soft Computing Versus Statistics.
Proceedings of the Computer Information Systems and Industrial Management, 2015

2014
Creating a Reliable Music Discovery and Recommendation System.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform: From Research to Implementation, 2014

Computer-Supported Polysensory Integration Technology for Educationally Handicapped Pupils.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Eye-Gaze Tracking-Based Telepresence System for Videoconferencing.
Proceedings of the Active Media Technology - 10th International Conference, 2014

Music Data Processing and Mining in Large Databases for Active Media.
Proceedings of the Active Media Technology - 10th International Conference, 2014

Supercomputing Grid-Based Services for Hearing Protection and Acoustical Urban Planning, Research and Education.
Proceedings of the eScience on Distributed Computing Infrastructure, 2014

2013
Low-Level Music Feature Vectors Embedded as Watermarks.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2013

Music Information Retrieval in Music Repositories.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Parametrisation and correlation analysis applied to music mood classification.
Int. J. Comput. Intell. Stud., 2013

Music Recommendation Based on Multidimensional Description and Similarity Measures.
Fundam. Informaticae, 2013

The Application of a noise Mapping Tool Deployed in Grid Infrastructure for Creating noise Maps of Urban areas.
Comput. Sci., 2013

Influence of Low-Level Features Extracted from Rhythmic and Harmonic Sections on Music Genre Classification.
Proceedings of the Man-Machine Interactions 3, 2013

Visual Data Encryption for Privacy Enhancement in Surveillance Systems.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Online Sound Restoration for Digital Library Applications.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2012

Intelligent video and audio applications for learning enhancement.
J. Intell. Inf. Syst., 2012

Hand gesture recognition supported by fuzzy rules and Kalman filters.
Int. J. Intell. Inf. Database Syst., 2012

Virtual Whiteboard: A gesture-controlled pen-free tool emulating school whiteboard.
Intell. Decis. Technol., 2012

A new approach for automatic assessment of a neurological condition employing hand gesture classification.
Intell. Decis. Technol., 2012

Examining Classifiers Applied to Static Hand Gesture Recognition in Novel Sound Mixing System.
Proceedings of the Multimedia and Internet Systems: Theory and Practice, 2012

Analysis of Impact of Lossy Audio Compression on the Robustness of Watermark Embedded in the DWT Domain for Non-blind Copyright Protection.
Proceedings of the Multimedia Communications, Services and Security, 2012

2011
Automatic Sound Restoration System - Concepts and Design.
Proceedings of the SIGMAP 2011, 2011

Observing Uncertainty in Music Tagging by Automatic Gaze Tracking.
Proceedings of the AES International Conference Semantic Audio 2011, 2011

Report of the ISMIS 2011 Contest: Music Information Retrieval.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Intelligent Multimedia Solutions Supporting Special Education Needs.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

3D Hand Shape Modeling for Automatic Assessing Motor Performance in Parkinson's Disease.
Proceedings of the Man-Machine Interactions 2, 2011

2010
Representations of Music in Ranking Rhythmic Hypotheses.
Proceedings of the Advances in Music Information Retrieval, 2010

Exploiting Audio-Visual Correlation by Means of Gaze Tracking.
Int. J. Comput. Sci. Appl., 2010

Gaze-tracking-based audio-visual correlation analysis employing quality of experience methodology.
Intell. Decis. Technol., 2010

Gesture controlled interactive whiteboard based on SVM and fuzzy logic.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2010

Monitoring Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data Processing.
Proceedings of the Rough Sets and Current Trends in Computing, 2010

Fuzzy Rule-Based Dynamic Gesture Recognition Employing Camera and Multimedia Projector.
Proceedings of the Advances in Multimedia and Network Information System Technologies, 2010

Evaluation of the Separation Algorithm Performance Employing ANNs.
Proceedings of the Advances in Multimedia and Network Information System Technologies, 2010

UPDRS Tests for Diagnosis of Parkinson's Disease Employing Virtual-Touchpad.
Proceedings of the Database and Expert Systems Applications, 2010

Scent Emitting Multimodal Computer Interface for Learning Enhancement.
Proceedings of the Database and Expert Systems Applications, 2010

2009
Smart pen: new multimodal computer control tool for dyslexia therapy.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

An new method of audio-visual correlation analysis.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2009

Enhancement of computer character animation utilizing fuzzy rules.
Proceedings of the New Directions in Intelligent Interactive Multimedia Systems and Services, 2009

Human-Computer Interaction Approach Applied to the Multimedia System of Polysensory Integration.
Proceedings of the New Directions in Intelligent Interactive Multimedia Systems and Services, 2009

New Method for Personalization of Avatar Animation.
Proceedings of the Man-Machine Interactions, 2009

Concentration Tests - An Application of Gaze Tracker to Concentration Exercises.
Proceedings of the CSEDU 2009 - Proceedings of the First International Conference on Computer Supported Education, Lisboa, Portugal, March 23-26, 2009, 2009

2008
Automatic Singing Voice Recognition Employing Neural Networks and Rough Sets.
Trans. Rough Sets, 2008

Automatic Rhythm Retrieval from Musical Files.
Trans. Rough Sets, 2008

2007
The Domain of Acoustics Seen from the Rough Sets Perspective.
Trans. Rough Sets, 2007

Searching for Metric Structure of Musical Files.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

Automatic Salience-Based Hypermetric Rhythm Retrieval.
Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), 2007

2006
Rough Set-Based Application to Recognition of Emotionally-Charged Animated Character's Gestures.
Trans. Rough Sets, 2006

Accidental Wow Defect Evaluation Using Sinusoidal Analysis Enhanced by Artificial Neural Networks.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

2005
Processing of Musical Data Employing Rough Sets and Artificial Neural Networks.
Trans. Rough Sets, 2005

Machine learning system for estimating the rhythmic salience of sounds.
Int. J. Knowl. Based Intell. Eng. Syst., 2005

Scanning the Issue.
J. Intell. Inf. Syst., 2005

Estimation of Musical Sound Separation Algorithm Effectiveness Employing Neural Networks.
J. Intell. Inf. Syst., 2005

Analysis and Generation of Emotionally-Charged Animated Gesticulation.
Proceedings of the Rough Sets, 2005

Automatic Classification of Singing Voice Quality.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

Estimation the Rhythmic Salience of Sound with Association Rules and Neural Networks.
Proceedings of the Intelligent Information Processing and Web Mining, 2005

2004
22 Rough-Neuro Approach to Testing the Influence of Visual Cues on Surround Sound Perception.
Proceedings of the Rough-Neural Computing: Techniques for Computing with Words., 2004

Processing of Musical Metadata Employing Pawlak's Flow Graphs.
Trans. Rough Sets, 2004

Musical Phrase Representation and Recognition by Means of Neural Networks and Rough Sets.
Trans. Rough Sets, 2004

Musical instrument classification and duet analysis employing music information retrieval techniques.
Proc. IEEE, 2004

Application of soft computing to automatic music information retrieval.
J. Assoc. Inf. Sci. Technol., 2004

Processing of Musical Data Employing Rough Sets and Artificial Neural Networks.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Musical Metadata Retrieval with Flow Graphs.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Intelligent System for Environmental Noise Monitoring.
Proceedings of the Monitoring, Security, and Rescue Techniques in Multiagent Systems, 2004

Forming and Ranking Musical Rhythm Hypotheses.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

2003
Intelligent Processing of Stuttered Speech.
J. Intell. Inf. Syst., 2003

"Computing with words" Concept Applied to Musical Information Retrieval.
Proceedings of the International Workshop on Rough Sets in Knowledge Discovery and Soft Computing, 2003

2002
Expert media approach to hearing aids fitting.
Int. J. Intell. Syst., 2002

2000
Localization of Sound Sources by Means of Recurrent Neural Networks.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

Determining Influence of Visual Cues on the Perception of Surround Sound Using Soft Computing.
Proceedings of the Rough Sets and Current Trends in Computing, 2000

1999
Rough Set Analysis of Electrostimulation Test Database for the Prediction of Post-Operative Profits in Cochlear Implanted Patients.
Proceedings of the New Directions in Rough Sets, 1999

Spatial filtration of sound for multimedia systems.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

Echo and noise reduction methods for multimedia communication systems.
Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

1998
Computer-Based Recognition of Musical Phrases Using The Rough-Set Approach.
Inf. Sci., 1998

Rough Set Methods and Applications.
Proceedings of the Rough Sets and Current Trends in Computing, 1998

Multimedia technology for hearing impaired people.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

1996
Rough Set and Fuzzy Set Methods Applied to Acoustical Analyses.
Intell. Autom. Soft Comput., 1996

1993
Intelligent Control System Implementation to the Pipe Organ Instrument.
Proceedings of the Rough Sets, 1993


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