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pro vyhledávání: '"Batliner, A."'
We revisit the INTERSPEECH 2009 Emotion Challenge -- the first ever speech emotion recognition (SER) challenge -- and evaluate a series of deep learning models that are representative of the major advances in SER research in the time since then. We s
Externí odkaz:
http://arxiv.org/abs/2406.06401
Autor:
Triantafyllopoulos, Andreas, Batliner, Anton, Mayr, Wolfgang, Fendler, Markus, Pokorny, Florian, Gerczuk, Maurice, Amiriparian, Shahin, Berghaus, Thomas, Schuller, Björn
Chronic obstructive pulmonary disease (COPD) is a serious inflammatory lung disease affecting millions of people around the world. Due to an obstructed airflow from the lungs, it also becomes manifest in patients' vocal behaviour. Of particular impor
Externí odkaz:
http://arxiv.org/abs/2406.06355
Autor:
Schuller, Björn W., Batliner, Anton, Amiriparian, Shahin, Barnhill, Alexander, Gerczuk, Maurice, Triantafyllopoulos, Andreas, Baird, Alice, Tzirakis, Panagiotis, Gagne, Chris, Cowen, Alan S., Lackovic, Nikola, Caraty, Marie-José, Montacié, Claude
The ACM Multimedia 2023 Computational Paralinguistics Challenge addresses two different problems for the first time in a research competition under well-defined conditions: In the Emotion Share Sub-Challenge, a regression on speech has to be made; an
Externí odkaz:
http://arxiv.org/abs/2304.14882
Autor:
Triantafyllopoulos, Andreas, Kathan, Alexander, Baird, Alice, Christ, Lukas, Gebhard, Alexander, Gerczuk, Maurice, Karas, Vincent, Hübner, Tobias, Jing, Xin, Liu, Shuo, Mallol-Ragolta, Adria, Milling, Manuel, Ottl, Sandra, Semertzidou, Anastasia, Rajamani, Srividya Tirunellai, Yan, Tianhao, Yang, Zijiang, Dineley, Judith, Amiriparian, Shahin, Bartl-Pokorny, Katrin D., Batliner, Anton, Pokorny, Florian B., Schuller, Björn W.
Recent years have seen a rapid increase in digital medicine research in an attempt to transform traditional healthcare systems to their modern, intelligent, and versatile equivalents that are adequately equipped to tackle contemporary challenges. Thi
Externí odkaz:
http://arxiv.org/abs/2301.10477
Autor:
Schuller, Björn W., Amiriparian, Shahin, Batliner, Anton, Gebhard, Alexander, Gerzcuk, Maurice, Karas, Vincent, Kathan, Alexander, Seizer, Lennart, Löchner, Johanna
Charisma is considered as one's ability to attract and potentially also influence others. Clearly, there can be considerable interest from an artificial intelligence's (AI) perspective to provide it with such skill. Beyond, a plethora of use cases op
Externí odkaz:
http://arxiv.org/abs/2301.00142
Autor:
Baird, Alice, Tzirakis, Panagiotis, Brooks, Jeffrey A., Gregory, Christopher B., Schuller, Björn, Batliner, Anton, Keltner, Dacher, Cowen, Alan
This is the Proceedings of the ACII Affective Vocal Bursts Workshop and Competition (A-VB). A-VB was a workshop-based challenge that introduces the problem of understanding emotional expression in vocal bursts -- a wide range of non-verbal vocalizati
Externí odkaz:
http://arxiv.org/abs/2210.15754
Autor:
Triantafyllopoulos, Andreas, Fendler, Markus, Batliner, Anton, Gerczuk, Maurice, Amiriparian, Shahin, Berghaus, Thomas M., Schuller, Björn W.
Publikováno v:
Proc. Interspeech 2022, 3623-3627
Chronic obstructive pulmonary disease (COPD) causes lung inflammation and airflow blockage leading to a variety of respiratory symptoms; it is also a leading cause of death and affects millions of individuals around the world. Patients often require
Externí odkaz:
http://arxiv.org/abs/2207.12784
Autor:
Baird, Alice, Tzirakis, Panagiotis, Brooks, Jeffrey A., Gregory, Christopher B., Schuller, Björn, Batliner, Anton, Keltner, Dacher, Cowen, Alan
The ACII Affective Vocal Bursts Workshop & Competition is focused on understanding multiple affective dimensions of vocal bursts: laughs, gasps, cries, screams, and many other non-linguistic vocalizations central to the expression of emotion and to h
Externí odkaz:
http://arxiv.org/abs/2207.03572
Autor:
Maria Batliner, Fabian Schumacher, Dominik Wigger, Wolfgang Vivas, Agata Prell, Ingo Fohmann, Tobias Köhler, Rebekka Schempp, Angela Riedel, Martin Vaeth, Agnes Fekete, Burkhard Kleuser, Oliver Kurzai, Natalie E. Nieuwenhuizen
Publikováno v:
mBio, Vol 15, Iss 8 (2024)
ABSTRACT Candida albicans, an opportunistic fungal pathogen, produces the quorum-sensing molecule farnesol, which we have shown alters the transcriptional response and phenotype of human monocyte-derived dendritic cells (DCs), including their cytokin
Externí odkaz:
https://doaj.org/article/f71b251cd85d4d7397f85f2ded4456a7
Autor:
Schuller, Björn W., Batliner, Anton, Amiriparian, Shahin, Bergler, Christian, Gerczuk, Maurice, Holz, Natalie, Larrouy-Maestri, Pauline, Bayerl, Sebastian P., Riedhammer, Korbinian, Mallol-Ragolta, Adria, Pateraki, Maria, Coppock, Harry, Kiskin, Ivan, Sinka, Marianne, Roberts, Stephen
The ACM Multimedia 2022 Computational Paralinguistics Challenge addresses four different problems for the first time in a research competition under well-defined conditions: In the Vocalisations and Stuttering Sub-Challenges, a classification on huma
Externí odkaz:
http://arxiv.org/abs/2205.06799