Florian B. Pokorny

According to our database, Florian B. Pokorny authored at least 22 papers between 2013 and 2024.

Collaborative distances:

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

2024

Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection.

Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller

Biomed. Signal Process. Control., February, 2024

VocDoc, what happened to my voice? Towards automatically capturing vocal fatigue in the wild.

Florian B. Pokorny, Julian Linke, Nico Seddiki, Simon Lohrmann, Claus Gerstenberger, Katja Haspl, Marlies Feiner, Florian Eyben, Martin Hagmüller, Barbara Schuppler, Gernot Kubin, Markus Gugatschka

Biomed. Signal Process. Control., February, 2024

Focused review on artificial intelligence for disease detection in infants.

Katrin D. Bartl-Pokorny, Claudia Zitta, Markus Beirit, Gunter Vogrinec, Björn W. Schuller, Florian B. Pokorny

Frontiers Digit. Health, 2024

Large language models for mental health.

Andreas Triantafyllopoulos, Yannik Terhorst, Iosif Tsangko, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Lennart Seizer, Ayal Klein, Jenny Chim, Dana Atzil-Slonim, Maria Liakata, Markus Bühner, Johanna Löchner, Björn W. Schuller

CoRR, 2024

Sustained Vowels for Pre- vs Post-Treatment COPD Classification.

Andreas Triantafyllopoulos, Anton Batliner, Wolfgang Mayr, Markus Fendler, Florian B. Pokorny, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

2023

HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.

Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller

Frontiers Digit. Health, May, 2023

2022

Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection.

Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller

Dataset, September, 2022

Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder.

Shuo Liu, Jing Han, Estela Laporta Puyal, Spyridon Kontaxis, Shaoxiong Sun, Patrick Locatelli, Judith Dineley, Florian B. Pokorny, Gloria Dalla Costa, Letizia Leocani, Ana Isabel Guerrero, Carlos Nos, Ana Zabalza, Per Soelberg Sørensen, Mathias Buron, Melinda Magyari, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Amos A. Folarin, Richard J. B. Dobson, Raquel Bailón, Srinivasan Vairavan, Nicholas Cummins, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi, Björn W. Schuller, RADAR-CNS Consortium

Pattern Recognit., 2022

Is Speech the New Blood? Recent Progress in AI-Based Disease Detection From Audio in a Nutshell.

Manuel Milling, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Björn W. Schuller

Frontiers Digit. Health, 2022

COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection.

Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller

CoRR, 2022

Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet.

Björn W. Schuller, Alican Akman, Yi Chang, Harry Coppock, Alexander Gebhard, Alexander Kathan, Esther Rituerto-González, Andreas Triantafyllopoulos, Florian B. Pokorny

CoRR, 2022

Triplet Loss-Based Models for COVID-19 Detection from Vocal Sounds.

Adria Mallol-Ragolta, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Anastasia Semertzidou, Björn W. Schuller

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Fitbeat: COVID-19 Estimation based on Wristband Heart Rate.

Shuo Liu, Jing Han, Estela Laporta Puyal, Spyridon Kontaxis, Shaoxiong Sun, Patrick Locatelli, Judith Dineley, Florian B. Pokorny, Gloria Dalla Costa, Letizia Leocani, Ana Isabel Guerrero, Carlos Nos, Ana Zabalza, Per Soelberg Sørensen, Mathias Buron, Melinda Magyari, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum L. Stewart, Amos A. Folarin, Richard J. B. Dobson, Raquel Bailón, Srinivasan Vairavan, Nicholas Cummins, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi, Björn W. Schuller

CoRR, 2021

Speaking Corona? Human and Machine Recognition of COVID-19 from Voice.

Pascal Hecker, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Uwe D. Reichel, Zhao Ren, Simone Hantke, Florian Eyben, Dagmar M. Schuller, Bert Arnrich, Björn W. Schuller

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

The voice of COVID-19: Acoustic correlates of infection.

Katrin D. Bartl-Pokorny, Florian B. Pokorny, Anton Batliner, Shahin Amiriparian, Anastasia Semertzidou, Florian Eyben, Elena Kramer, Florian Schmidt, Rainer Schönweiler, Markus Wehler, Björn W. Schuller

CoRR, 2020

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

2018

The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats.

Björn W. Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis, Stefanos Zafeiriou

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

Earlier Identification of Children with Autism Spectrum Disorder: An Automatic Vocalisation-Based Approach.

Florian B. Pokorny, Björn W. Schuller, Peter B. Marschik, Raymond Brueckner, Pär Nyström, Nicholas Cummins, Sven Bölte, Christa Einspieler, Terje Falck-Ytter

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

2016

Manual versus Automated: The Challenging Routine of Infant Vocalisation Segmentation in Home Videos to Study Neuro(mal)development.

Florian B. Pokorny, Robert Peharz, Wolfgang Roth, Matthias Zöhrer, Franz Pernkopf, Peter B. Marschik, Björn W. Schuller

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Does She Speak RTT? Towards an Earlier Identification of Rett Syndrome Through Intelligent Pre-Linguistic Vocalisation Analysis.

Florian B. Pokorny, Peter B. Marschik, Christa Einspieler, Björn W. Schuller

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Detection of negative emotions in speech signals using bags-of-audio-words.

Florian B. Pokorny, Franz Graf, Franz Pernkopf, Björn W. Schuller

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2013

Acoustic Geo-Sensing: Recognising cyclists' route, route direction, and route progress from cell-phone audio.

Björn W. Schuller, Florian B. Pokorny, Stefan Ladstaetter, Maria Fellner, Franz Graf, Lucas Paletta

Proceedings of the IEEE International Conference on Acoustics, 2013