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

[BibT_eX]

[DOI]

Aike C. Horstmann

Lisa Mühl

Hanns Rüdiger Röttgers

Jarek Krajewski

Robotics, 2022

The Face of Affective Disorders.

[BibT_eX]

[DOI]

CoRR, 2022

Automatic detection of short-term sleepiness state. Sequence-to-Sequence modelling with global attention mechanism.

[BibT_eX]

[DOI]

Edward L. Campbell

Laura Docío Fernández

Proceedings of the 2022 Workshop on Speech, Music and Mind, 2022

2021

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2020

Analysis and Classification of Cold Speech Using Variational Mode Decomposition.

[BibT_eX]

[DOI]

Suman Deb

Samarendra Dandapat

Jarek Krajewski

IEEE Trans. Affect. Comput., 2020

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

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2020

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

[BibT_eX]

[DOI]

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

Sleepiness detection on read speech using simple features.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

Brute Force ECG Feature Extraction Applied on Discomfort Detection.

[BibT_eX]

[DOI]

Guillermo Hidalgo Gadea

Proceedings of the Information Technology in Biomedicine, 2018

Relevant Acoustic Group Features for Automatic Sleepiness Recognition.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

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

[BibT_eX]

[DOI]

Jarek Krajewski

Sebastian Schnieder

Anton Batliner

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2015

Medium term speaker state detection by perceptually masked spectral features.

[BibT_eX]

[DOI]

Mehmet Cenk Sezgin

Bilge Günsel

Jarek Krajewski

Speech Commun., 2015

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

[BibT_eX]

[DOI]

Speech Commun., 2015

Analysis of acoustic space variability in speech affected by depression.

[BibT_eX]

[DOI]

Speech Commun., 2015

Relevance vector machine for depression prediction.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Weighted pairwise Gaussian likelihood regression for depression score prediction.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2014

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

[BibT_eX]

[DOI]

Comput. Speech Lang., 2014

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Probabilistic acoustic volume analysis for speech affected by depression.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

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

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Sleepiness detection from speech by perceptual features.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2012

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

[BibT_eX]

[DOI]

Neurocomputing, 2012

Video-based heart rate measurement from human faces.

[BibT_eX]

[DOI]

Thomas Pursche

Jarek Krajewski

Reinhard Möller

Proceedings of the IEEE International Conference on Consumer Electronics, 2012

2011

The INTERSPEECH 2011 Speaker State Challenge.

[BibT_eX]

[DOI]

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010

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

[BibT_eX]

[DOI]

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

Applying nonlinear dynamics features for speech-based fatigue detection.

[BibT_eX]

[DOI]

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

Detecting fatigue from steering behaviour applying continuous wavelet transform.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jarek Krajewski

Bernd J. Kröger

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Jarek Krajewski

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