Jarek Krajewski

According to our database, Jarek Krajewski authored at least 49 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Sinusoidal model-based diagnosis of the common cold from the speech signal.

Pankaj Warule, Siba Prasad Mishra, Suman Deb, Jarek Krajewski

Biomed. Signal Process. Control., May, 2023

Detection of Common Cold from Speech Signals using Deep Neural Network.

Suman Deb, Pankaj Warule, Amrita Nair, Haider Sultan, Rahul Dash, Jarek Krajewski

Circuits Syst. Signal Process., March, 2023

2022

Important Preliminary Insights for Designing Successful Communication between a Robotic Learning Assistant and Children with Autism Spectrum Disorder in Germany.

Aike C. Horstmann, Lisa Mühl, Louisa Köppen, Maike Lindhaus, Dunja Storch, Monika Bühren, Hanns Rüdiger Röttgers, Jarek Krajewski

Robotics, 2022

The Face of Affective Disorders.

Christian S. Pilz, Benjamin Clemens, Inka C. Hiss, Christoph Weiss, Ulrich Canzler, Jarek Krajewski, Ute Habel, Steffen Leonhardt

CoRR, 2022

2021

Screen Me, Smartphone! Using an AI-Screening Tool to Assist Underage Refugees in Recognizing Potential Traumatization.

Lisa Mühl, Aike C. Horstmann, André Wittenborn, Dunja Storch, Jarek Krajewski

Proceedings of the MuC '21: Mensch und Computer 2021, 2021

DeepVR: Konzeptuelle Grundlagen und Umsetzung eines Virtual Reality basierten Unterstützungssystems in der psychotherapeutischen Depressions-Behandlung.

Barbara Hemsen, André Wittenborn, Steffen Holsteg, André Karger, Sebastian Freitag, Philip Mildner, Jens Piesk, Dunja Storch, Jarek Krajewski, Sonja-Dana Roelen

Proceedings of the MuC '21: Mensch und Computer 2021, 2021

2020

Analysis and Classification of Cold Speech Using Variational Mode Decomposition.

Suman Deb, Samarendra Dandapat, Jarek Krajewski

IEEE Trans. Affect. Comput., 2020

Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech.

Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, James R. Williamson, Thomas F. Quatieri, Jarek Krajewski

IEEE Trans. Affect. Comput., 2020

An Evaluation of the Effect of Anxiety on Speech - Computational Prediction of Anxiety from Sustained Vowels.

Alice Baird, Nicholas Cummins, Sebastian Schnieder, Jarek Krajewski, Björn W. Schuller

Proceedings of the Interspeech 2020, 2020

2019

Sleepiness detection on read speech using simple features.

Vincent P. Martin, Jean-Luc Rouas, Pierre Thivel, Jarek Krajewski

Proceedings of the 2019 International Conference on Speech Technology and Human-Computer Dialogue, 2019

The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity.

Björn W. Schuller, Anton Batliner, Christian Bergler, Florian B. Pokorny, Jarek Krajewski, Margaret Cychosz, Ralf Vollmann, Sonja-Dana Roelen, Sebastian Schnieder, Elika Bergelson, Alejandrina Cristià, Amanda Seidl, Anne S. Warlaumont, Lisa Yankowitz, Elmar Nöth, Shahin Amiriparian, Simone Hantke, Maximilian Schmitt

Proceedings of the Interspeech 2019, 2019

2018

Brute Force ECG Feature Extraction Applied on Discomfort Detection.

Guillermo Hidalgo Gadea, Annika Kreuder, Carsten Stahlschmidt, Sebastian Schnieder, Jarek Krajewski

Proceedings of the Information Technology in Biomedicine, 2018

Relevant Acoustic Group Features for Automatic Sleepiness Recognition.

Dara Pir, Jarek Krajewski

Proceedings of the 4th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2018

Local Group Invariance for Heart Rate Estimation From Face Videos in the Wild.

Christian S. Pilz, Sebastian Zaunseder, Jarek Krajewski, Vladimir Blazek

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Evaluation of the Pain Level from Speech: Introducing a Novel Pain Database and Benchmarks.

Zhao Ren, Nicholas Cummins, Jing Han, Sebastian Schnieder, Jarek Krajewski, Björn W. Schuller

Proceedings of the 13th ITG Symposium on Speech Communication, 2018

2017

Automatic Driver Sleepiness Detection using Wrapper-Based Acoustic Between-Groups, Within-Groups, and Individual Feature Selection.

Dara Pir, Theodore Brown, Jarek Krajewski

Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems, 2017

The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring.

Björn W. Schuller, Stefan Steidl, Anton Batliner, Elika Bergelson, Jarek Krajewski, Christoph Janott, Andrei Amatuni, Marisa Casillas, Amanda Seidl, Melanie Soderstrom, Anne S. Warlaumont, Guillermo Hidalgo, Sebastian Schnieder, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Maximilian Schmitt, Kun Qian, Yue Zhang, George Trigeorgis, Panagiotis Tzirakis, Stefanos Zafeiriou

Proceedings of the Interspeech 2017, 2017

Description of the Upper Respiratory Tract Infection Corpus (URTIC).

Jarek Krajewski, Sebastian Schnieder, Anton Batliner

Proceedings of the Interspeech 2017, 2017

"You sound ill, take the day off": Automatic recognition of speech affected by upper respiratory tract infection.

Nicholas Cummins, Maximilian Schmitt, Shahin Amiriparian, Jarek Krajewski, Björn W. Schuller

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

On the Diffusion Process for Heart Rate Estimation from Face Videos Under Realistic Conditions.

Christian S. Pilz, Jarek Krajewski, Vladimir Blazek

Proceedings of the Pattern Recognition - 39th German Conference, 2017

2016

Large Sleepy Reading Corpus (LSRC): Applying Read Speech for Detecting Sleepiness.

Jarek Krajewski, Sebastian Schnieder, Christopher Monschau, Raphael Titt, David Sommer, Martin Golz

Proceedings of the 12th ITG Symposium on Speech Communication, 2016

"Listen, Follow me": The Transformational Leadership Corpus (TLC).

Chia-Chun Hsu, Jarek Krajewski, Jörg Felfe, Joachim Mrnka, Andre Wiggerich, Sebastian Schnieder

Proceedings of the 12th ITG Symposium on Speech Communication, 2016

2015

Medium term speaker state detection by perceptually masked spectral features.

Mehmet Cenk Sezgin, Bilge Günsel, Jarek Krajewski

Speech Commun., 2015

A review of depression and suicide risk assessment using speech analysis.

Nicholas Cummins, Stefan Scherer, Jarek Krajewski, Sebastian Schnieder, Julien Epps, Thomas F. Quatieri

Speech Commun., 2015

Analysis of acoustic space variability in speech affected by depression.

Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Sebastian Schnieder, Jarek Krajewski

Speech Commun., 2015

Relevance vector machine for depression prediction.

Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski

Proceedings of the INTERSPEECH 2015, 2015

Weighted pairwise Gaussian likelihood regression for depression score prediction.

Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Speaker emotional state classification by DPM models with annealed SMC samplers.

Bilge Günsel, Ozgun Cirakman, Jarek Krajewski

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Medium-term speaker states - A review on intoxication, sleepiness and the first challenge.

Björn W. Schuller, Stefan Steidl, Anton Batliner, Florian Schiel, Jarek Krajewski, Felix Weninger, Florian Eyben

Comput. Speech Lang., 2014

Introduction to the Special Issue on Broadening the View on Speaker Analysis.

Björn W. Schuller, Stefan Steidl, Anton Batliner, Florian Schiel, Jarek Krajewski

Comput. Speech Lang., 2014

AVEC 2014: 3D Dimensional Affect and Depression Recognition Challenge.

Michel F. Valstar, Björn W. Schuller, Kirsty Smith, Timur R. Almaev, Florian Eyben, Jarek Krajewski, Roddy Cowie, Maja Pantic

Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014

AVEC 2014: the 4th international audio/visual emotion challenge and workshop.

Michel F. Valstar, Björn W. Schuller, Jarek Krajewski, Roddy Cowie, Maja Pantic

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Automatic modelling of depressed speech: relevant features and relevance of gender.

Florian Hönig, Anton Batliner, Elmar Nöth, Sebastian Schnieder, Jarek Krajewski

Proceedings of the INTERSPEECH 2014, 2014

Probabilistic acoustic volume analysis for speech affected by depression.

Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski

Proceedings of the INTERSPEECH 2014, 2014

Are men more sleepy than women or does it only look like - Automatic analysis of sleepy speech.

Florian Hönig, Anton Batliner, Tobias Bocklet, Georg Stemmer, Elmar Nöth, Sebastian Schnieder, Jarek Krajewski

Proceedings of the IEEE International Conference on Acoustics, 2014

Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech.

Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Workshop summary for the 3rd international audio/visual emotion challenge and workshop (AVEC'13).

Michel F. Valstar, Björn W. Schuller, Jarek Krajewski, Roddy Cowie, Maja Pantic

Proceedings of the ACM Multimedia Conference, 2013

Sleepiness detection from speech by perceptual features.

Bilge Günsel, Mehmet Cenk Sezgin, Jarek Krajewski

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

The Voice of Leadership: Models and Performances of Automatic Analysis in Online Speeches.

Felix Weninger, Jarek Krajewski, Anton Batliner, Björn W. Schuller

IEEE Trans. Affect. Comput., 2012

Applying multiple classifiers and non-linear dynamics features for detecting sleepiness from speech.

Jarek Krajewski, Sebastian Schnieder, David Sommer, Anton Batliner, Björn W. Schuller

Neurocomputing, 2012

Video-based heart rate measurement from human faces.

Thomas Pursche, Jarek Krajewski, Reinhard Möller

Proceedings of the IEEE International Conference on Consumer Electronics, 2012

2011

The INTERSPEECH 2011 Speaker State Challenge.

Björn W. Schuller, Stefan Steidl, Anton Batliner, Florian Schiel, Jarek Krajewski

Proceedings of the INTERSPEECH 2011, 2011

2010

Pattern recognition methods: a novel analysis for the pupillographic sleepiness test.

Jarek Krajewski, Thomas Schnupp, Sebastian Schnieder, David Sommer, Christian Heinze, Martin Golz

Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010

Applying nonlinear dynamics features for speech-based fatigue detection.

Jarek Krajewski, David Sommer, Thomas Schnupp, Tom Laufenberg, Christian Heinze, Martin Golz

Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010

Detecting fatigue from steering behaviour applying continuous wavelet transform.

Jarek Krajewski, Martin Golz, Sebastian Schnieder, Thomas Schnupp, Christian Heinze, David Sommer

Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010

Comparing Multiple Classifiers for Speech-Based Detection of Self-Confidence - A Pilot Study.

Jarek Krajewski, Anton Batliner, Silke Kessel

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2008

Multiple classifier applied on predicting microsleep from speech.

Jarek Krajewski, Anton Batliner, Rainer Wieland

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An Acoustic Framework for Detecting Fatigue in Speech Based Human-Computer-Interaction.

Jarek Krajewski, Rainer Wieland, Anton Batliner

Proceedings of the Computers Helping People with Special Needs, 2008

2007

Using prosodic and spectral characteristics for sleepiness detection.

Jarek Krajewski, Bernd J. Kröger

Proceedings of the INTERSPEECH 2007, 2007