Sandra Ottl

According to our database, Sandra Ottl authored at least 24 papers between 2017 and 2023.

Collaborative distances:

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

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

A summary of the ComParE COVID-19 challenges.

Harry Coppock, Alican Akman, Christian Bergler, Maurice Gerczuk, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Jing Han, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Panagiotis Tzirakis, Anton Batliner, Cecilia Mascolo, Björn W. Schuller

Frontiers Digit. Health, March, 2023

EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition.

Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Björn W. Schuller

IEEE Trans. Affect. Comput., 2023

2022

DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing From Decentralized Data.

Shahin Amiriparian, Tobias Hübner, Vincent Karas, Maurice Gerczuk, Sandra Ottl, Björn W. Schuller

Frontiers Artif. Intell., 2022

Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition.

Alexander Gebhard, Andreas Triantafyllopoulos, Shahin Amiriparian, Sandra Ottl, Valerie Dieter, Maurice Gerczuk, Mirko Jaumann, David Hildner, Patrick Schneeweiß, Inka Rösel, Inga Krauß, Björn W. Schuller

Proceedings of the MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022

Fatigue Prediction in Outdoor Running Conditions using Audio Data.

Andreas Triantafyllopoulos, Sandra Ottl, Alexander Gebhard, Esther Rituerto-González, Mirko Jaumann, Steffen Hüttner, Valerie Dieter, Patrick Schneeweiß, Inga Krauß, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller

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

2021

An Evaluation of Speech-Based Recognition of Emotional and Physiological Markers of Stress.

Alice Baird, Andreas Triantafyllopoulos, Sandra Zänkert, Sandra Ottl, Lukas Christ, Lukas Stappen, Julian Konzok, Sarah Sturmbauer, Eva-Maria Meßner, Brigitte M. Kudielka, Nicolas Rohleder, Harald Baumeister, Björn W. Schuller

Frontiers Comput. Sci., 2021

A Machine Learning Framework for Automatic Prediction of Human Semen Motility.

Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Björn W. Schuller

CoRR, 2021

DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data.

Shahin Amiriparian, Tobias Hübner, Maurice Gerczuk, Sandra Ottl, Björn W. Schuller

CoRR, 2021

On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era.

Shahin Amiriparian, Artem Sokolov, Ilhan Aslan, Lukas Christ, Maurice Gerczuk, Tobias Hübner, Dmitry Lamanov, Manuel Milling, Sandra Ottl, Ilya Poduremennykh, Evgeniy Shuranov, Björn W. Schuller

CoRR, 2021

The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates.

Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Léon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp

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

2020

"Are You Playing a Shooter Again?!" Deep Representation Learning for Audio-Based Video Game Genre Recognition.

Shahin Amiriparian, Nicholas Cummins, Maurice Gerczuk, Sergey Pugachevskiy, Sandra Ottl, Björn W. Schuller

IEEE Trans. Games, 2020

Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks.

Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Lukas Stappen, Alice Baird, Lukas Koebe, Björn W. Schuller

EURASIP J. Audio Speech Music. Process., 2020

A Novel Fusion of Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech.

Shahin Amiriparian, Pawel Winokurow, Vincent Karas, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller

CoRR, 2020

Unsupervised Representation Learning with Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech.

Shahin Amiriparian, Pawel Winokurow, Vincent Karas, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller

Proceedings of the MuSe'20: Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020

Emotion and Themes Recognition in Music with Convolutional and Recurrent Attention-Blocks.

Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Srividya Tirunellai Rajamani, Björn W. Schuller

Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020

Group-level Speech Emotion Recognition Utilising Deep Spectrum Features.

Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, Vincent Karas, Björn W. Schuller

Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

2019

Emotion and Themes Recognition in Music Utilising Convolutional and Recurrent Neural Networks.

Shahin Amiriparian, Maurice Gerczuk, Eduardo Coutinho, Alice Baird, Sandra Ottl, Manuel Milling, Björn W. Schuller

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

Audio-based Recognition of Bipolar Disorder Utilising Capsule Networks.

Shahin Amiriparian, Arsany Awad, Maurice Gerczuk, Lukas Stappen, Alice Baird, Sandra Ottl, Björn W. Schuller

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks.

Shahin Amiriparian, Alice Baird, Sahib Julka, Alyssa Alcorn, Sandra Ottl, Suncica Petrovic, Eloise Ainger, Nicholas Cummins, Björn W. Schuller

Proceedings of the Interspeech 2018, 2018

Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis.

Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Sergey Pugachevskiy, Björn W. Schuller

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Multimodal Bag-of-Words for Cross Domains Sentiment Analysis.

Nicholas Cummins, Shahin Amiriparian, Sandra Ottl, Maurice Gerczuk, Maximilian Schmitt, Björn W. Schuller

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Snore Sound Classification Using Image-Based Deep Spectrum Features.

Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Michael Freitag, Sergey Pugachevskiy, Alice Baird, Björn W. Schuller

Proceedings of the Interspeech 2017, 2017

Sentiment analysis using image-based deep spectrum features.

Shahin Amiriparian, Nicholas Cummins, Sandra Ottl, Maurice Gerczuk, Björn W. Schuller

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017