Jarek Krajewski

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 23

Top Topics

Feature Extraction

Automatic Analysis

Top Venues

ITG Symposium on Speech Communication

Publications

Christoph Weiss, Inka C. Hiss, Benjamin Clemens, Ute Habel, Ulrich Canzler, Jarek Krajewski, Steffen Leonhardt, Markus Lüken
Feasibility of unobtrusive camera-based heart rate extraction in a clinical interview scenario. Biomed. Signal Process. Control. 96 (2024)
Suman Deb, Pankaj Warule, Amrita Nair, Haider Sultan, Rahul Dash, Jarek Krajewski
Detection of Common Cold from Speech Signals using Deep Neural Network. Circuits Syst. Signal Process. 42 (3) (2023)
Pankaj Warule, Siba Prasad Mishra, Suman Deb, Jarek Krajewski
Sinusoidal model-based diagnosis of the common cold from the speech signal. Biomed. Signal Process. Control. 83 (2023)
Christian S. Pilz, Benjamin Clemens, Inka C. Hiss, Christoph Weiss, Ulrich Canzler, Jarek Krajewski, Ute Habel, Steffen Leonhardt
The Face of Affective Disorders. CoRR (2022)
Aike C. Horstmann, Lisa Mühl, Louisa Köppen, Maike Lindhaus, Dunja Storch, Monika Bühren, Hanns Rüdiger Röttgers, Jarek Krajewski
Important Preliminary Insights for Designing Successful Communication between a Robotic Learning Assistant and Children with Autism Spectrum Disorder in Germany. Robotics 11 (6) (2022)
Lisa Mühl, Aike C. Horstmann, André Wittenborn, Dunja Storch, Jarek Krajewski
Screen Me, Smartphone! Using an AI-Screening Tool to Assist Underage Refugees in Recognizing Potential Traumatization. Mensch und Computer (2021)
Barbara Hemsen, André Wittenborn, Steffen Holsteg, André Karger, Sebastian Freitag, Philip Mildner, Jens Piesk, Dunja Storch, Jarek Krajewski, Sonja-Dana Roelen
DeepVR: Konzeptuelle Grundlagen und Umsetzung eines Virtual Reality basierten Unterstützungssystems in der psychotherapeutischen Depressions-Behandlung. Mensch und Computer (2021)
Alice Baird, Nicholas Cummins, Sebastian Schnieder, Jarek Krajewski, Björn W. Schuller
An Evaluation of the Effect of Anxiety on Speech - Computational Prediction of Anxiety from Sustained Vowels. INTERSPEECH (2020)
Suman Deb, Samarendra Dandapat, Jarek Krajewski
Analysis and Classification of Cold Speech Using Variational Mode Decomposition. IEEE Trans. Affect. Comput. 11 (2) (2020)
Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, James R. Williamson, Thomas F. Quatieri, Jarek Krajewski
Generalized Two-Stage Rank Regression Framework for Depression Score Prediction from Speech. IEEE Trans. Affect. Comput. 11 (2) (2020)
Vincent P. Martin, Jean-Luc Rouas, Pierre Thivel, Jarek Krajewski
Sleepiness detection on read speech using simple features. SpeD (2019)
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
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity. INTERSPEECH (2019)
Zhao Ren, Nicholas Cummins, Jing Han, Sebastian Schnieder, Jarek Krajewski, Björn W. Schuller
Evaluation of the Pain Level from Speech: Introducing a Novel Pain Database and Benchmarks. ITG Symposium on Speech Communication (2018)
Christian S. Pilz, Sebastian Zaunseder, Jarek Krajewski, Vladimir Blazek
Local Group Invariance for Heart Rate Estimation From Face Videos in the Wild. CVPR Workshops (2018)
Dara Pir, Jarek Krajewski
Relevant Acoustic Group Features for Automatic Sleepiness Recognition. ICT4AWE (2018)
Guillermo Hidalgo Gadea, Annika Kreuder, Carsten Stahlschmidt, Sebastian Schnieder, Jarek Krajewski
Brute Force ECG Feature Extraction Applied on Discomfort Detection. ITIB (2018)
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
The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring. INTERSPEECH (2017)
Dara Pir, Theodore Brown, Jarek Krajewski
Automatic Driver Sleepiness Detection using Wrapper-Based Acoustic Between-Groups, Within-Groups, and Individual Feature Selection. VEHITS (2017)
Nicholas Cummins, Maximilian Schmitt, Shahin Amiriparian, Jarek Krajewski, Björn W. Schuller
"You sound ill, take the day off": Automatic recognition of speech affected by upper respiratory tract infection. EMBC (2017)
Christian S. Pilz, Jarek Krajewski, Vladimir Blazek
On the Diffusion Process for Heart Rate Estimation from Face Videos Under Realistic Conditions. GCPR (2017)
Jarek Krajewski, Sebastian Schnieder, Anton Batliner
Description of the Upper Respiratory Tract Infection Corpus (URTIC). INTERSPEECH (2017)
Jarek Krajewski, Sebastian Schnieder, Christopher Monschau, Raphael Titt, David Sommer, Martin Golz
Large Sleepy Reading Corpus (LSRC): Applying Read Speech for Detecting Sleepiness. ITG Symposium on Speech Communication (2016)
Chia-Chun Hsu, Jarek Krajewski, Joerg Felfe, Joachim Mrnka, Andre Wiggerich, Sebastian Schnieder
"Listen, Follow me": The Transformational Leadership Corpus (TLC). ITG Symposium on Speech Communication (2016)
Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Sebastian Schnieder, Jarek Krajewski
Analysis of acoustic space variability in speech affected by depression. Speech Commun. 75 (2015)
Mehmet Cenk Sezgin, Bilge Günsel, Jarek Krajewski
Medium term speaker state detection by perceptually masked spectral features. Speech Commun. 67 (2015)
Bilge Günsel, Ozgun Cirakman, Jarek Krajewski
Speaker emotional state classification by DPM models with annealed SMC samplers. EUSIPCO (2015)
Nicholas Cummins, Stefan Scherer, Jarek Krajewski, Sebastian Schnieder, Julien Epps, Thomas F. Quatieri
A review of depression and suicide risk assessment using speech analysis. Speech Commun. 71 (2015)
Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski
Relevance vector machine for depression prediction. INTERSPEECH (2015)
Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski
Weighted pairwise Gaussian likelihood regression for depression score prediction. ICASSP (2015)
Florian Hönig, Anton Batliner, Elmar Nöth, Sebastian Schnieder, Jarek Krajewski
Automatic modelling of depressed speech: relevant features and relevance of gender. INTERSPEECH (2014)
Florian Hönig, Anton Batliner, Tobias Bocklet, Georg Stemmer, Elmar Nöth, Sebastian Schnieder, Jarek Krajewski
Are men more sleepy than women or does it only look like - Automatic analysis of sleepy speech. ICASSP (2014)
Björn W. Schuller, Stefan Steidl, Anton Batliner, Florian Schiel, Jarek Krajewski
Introduction to the Special Issue on Broadening the View on Speaker Analysis. Comput. Speech Lang. 28 (2) (2014)
Michel F. Valstar, Björn W. Schuller, Jarek Krajewski, Roddy Cowie, Maja Pantic
AVEC 2014: the 4th international audio/visual emotion challenge and workshop. ACM Multimedia (2014)
Michel F. Valstar, Björn W. Schuller, Kirsty Smith, Timur R. Almaev, Florian Eyben, Jarek Krajewski, Roddy Cowie, Maja Pantic
AVEC 2014: 3D Dimensional Affect and Depression Recognition Challenge. AVEC@MM (2014)
Björn W. Schuller, Stefan Steidl, Anton Batliner, Florian Schiel, Jarek Krajewski, Felix Weninger, Florian Eyben
Medium-term speaker states - A review on intoxication, sleepiness and the first challenge. Comput. Speech Lang. 28 (2) (2014)
Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Jarek Krajewski
Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech. ICASSP (2014)
Nicholas Cummins, Vidhyasaharan Sethu, Julien Epps, Jarek Krajewski
Probabilistic acoustic volume analysis for speech affected by depression. INTERSPEECH (2014)
Bilge Günsel, Mehmet Cenk Sezgin, Jarek Krajewski
Sleepiness detection from speech by perceptual features. ICASSP (2013)
Michel F. Valstar, Björn W. Schuller, Jarek Krajewski, Roddy Cowie, Maja Pantic
Workshop summary for the 3rd international audio/visual emotion challenge and workshop (AVEC'13). ACM Multimedia (2013)
Jarek Krajewski, Sebastian Schnieder, David Sommer, Anton Batliner, Björn W. Schuller
Applying multiple classifiers and non-linear dynamics features for detecting sleepiness from speech. Neurocomputing 84 (2012)
Felix Weninger, Jarek Krajewski, Anton Batliner, Björn W. Schuller
The Voice of Leadership: Models and Performances of Automatic Analysis in Online Speeches. IEEE Trans. Affect. Comput. 3 (4) (2012)
Thomas Pursche, Jarek Krajewski, Reinhard Möller
Video-based heart rate measurement from human faces. ICCE (2012)
Björn W. Schuller, Stefan Steidl, Anton Batliner, Florian Schiel, Jarek Krajewski
The INTERSPEECH 2011 Speaker State Challenge. INTERSPEECH (2011)
Jarek Krajewski, Martin Golz, Sebastian Schnieder, Thomas Schnupp, Christian Heinze, David Sommer
Detecting fatigue from steering behaviour applying continuous wavelet transform. MB (2010)
Jarek Krajewski, Thomas Schnupp, Sebastian Schnieder, David Sommer, Christian Heinze, Martin Golz
Pattern recognition methods: a novel analysis for the pupillographic sleepiness test. MB (2010)
Jarek Krajewski, David Sommer, Thomas Schnupp, Tom Laufenberg, Christian Heinze, Martin Golz
Applying nonlinear dynamics features for speech-based fatigue detection. MB (2010)
Jarek Krajewski, Anton Batliner, Silke Kessel
Comparing Multiple Classifiers for Speech-Based Detection of Self-Confidence - A Pilot Study. ICPR (2010)
Jarek Krajewski, Rainer Wieland, Anton Batliner
An Acoustic Framework for Detecting Fatigue in Speech Based Human-Computer-Interaction. ICCHP (2008)
Jarek Krajewski, Anton Batliner, Rainer Wieland
Multiple classifier applied on predicting microsleep from speech. ICPR (2008)
Jarek Krajewski, Bernd J. Kröger
Using prosodic and spectral characteristics for sleepiness detection. INTERSPEECH (2007)