Alexander Kathan

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All published works

Action	Title	Year	Authors
+ PDF Chat	Non-Invasive Suicide Risk Prediction Through Speech Analysis	2024	Shahin Amiriparian Maurice Gerczuk Justina Lutz Wolfgang Strube Irina Papazova Alkomiet Hasan Alexander Kathan Björn Schüller
+ PDF Chat	The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition	2024	Shahin Amiriparian Lukas Christ Alexander Kathan Maurice Gerczuk Niklas Müller Steffen Klug Lukas Stappen Andreas König Erik Cambria Björn Schüller
+ PDF Chat	Enhancing Suicide Risk Assessment: A Speech-Based Automated Approach in Emergency Medicine	2024	Shahin Amiriparian Maurice Gerczuk Justina Lutz Wolfgang Strube Irina Papazova Alkomiet Hasan Alexander Kathan Björn Schüller
+ PDF Chat	Computational charisma—A brick by brick blueprint for building charismatic artificial intelligence	2023	Björn Schüller Shahin Amiriparian Anton Batliner Alexander Gebhard Maurice Gerczuk Vincent Karas Alexander Kathan Lennart Seizer Johanna Löchner
+ PDF Chat	The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation	2023	Lukas Christ Shahin Amiriparian Alice Baird Alexander Kathan Niklas Müller Steffen Klug Chris Gagne Panagiotis Tzirakis Lukas Stappen Eva-Maria Meßner
+ PDF Chat	HEAR4Health: a blueprint for making computer audition a staple of modern healthcare	2023	Andreas Triantafyllopoulos Alexander Kathan Alice Baird Lukas Christ Alexander Gebhard Maurice Gerczuk Vincent Karas Tobias Hübner Xin Jing Shuo Liu
+ PDF Chat	Executive Voiced Laughter and Social Approval: An Explorative Machine Learning Study	2023	Niklas Mueller Steffen Klug Alexander Kathan Lukas Christ Björn Schüller Shahin Amiriparian
+	Computational Charisma -- A Brick by Brick Blueprint for Building Charismatic Artificial Intelligence	2023	Björn Schüller Shahin Amiriparian Anton Batliner Alexander Gebhard Maurice Gerzcuk Vincent Karas Alexander Kathan Lennart Seizer Johanna Löchner
+	HEAR4Health: A blueprint for making computer audition a staple of modern healthcare	2023	Andreas Triantafyllopoulos Alexander Kathan Alice Baird Lukas Christ Alexander Gebhard Maurice Gerczuk Vincent Karas Tobias Hübner Xin Jing Shuo Liu
+	The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation	2023	Lukas Christ Shahin Amiriparian Alice Baird Alexander Kathan Niklas Müller Steffen Klug Chris Gagne Panagiotis Tzirakis Eva-Maria Meßner Andreas König
+	Executive Voiced Laughter and Social Approval: An Explorative Machine Learning Study	2023	Niklas Mueller Steffen Klug Andreas Koenig Alexander Kathan Lukas Christ Björn Schüller Shahin Amiriparian
+	Exploring Meta Information for Audio-based Zero-shot Bird Classification	2023	Alexander Gebhard Andreas Triantafyllopoulos Teresa Bez Lukas Christ Alexander Kathan Björn Schüller
+ PDF Chat	Audio self-supervised learning: A survey	2022	Shuo Liu Adria Mallol-Ragolta Emilia Parada‐Cabaleiro Kun Qian Xin Jing Alexander Kathan Bin Hu Björn Schüller
+ PDF Chat	The MuSe 2022 Multimodal Sentiment Analysis Challenge	2022	Lukas Christ Shahin Amiriparian Alice Baird Panagiotis Tzirakis Alexander Kathan Niklas Müller Lukas Stappen Eva-Maria Meßner Andreas König Alan Cowen
+ PDF Chat	Depression Diagnosis and Forecast based on Mobile Phone Sensor Data	2022	Xiangheng He Andreas Triantafyllopoulos Alexander Kathan Manuel Milling Tian‐Hao Yan Srividya Tirunellai Rajamani Ludwig Küster Mathias Harrer Elena Heber Inga Grossmann
+ PDF Chat	Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting	2022	Alexander Kathan Andreas Triantafyllopoulos Xiangheng He Manuel Milling Tianhao Yan Srividya Tirunellai Rajamani Ludwig Küster Mathias Harrer Elena Heber Inga Grossmann
+	Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet	2022	Björn Schüller Alican Akman Yi Chang Harry Coppock Alexander Gebhard Alexander Kathan Esther Rituerto-González Andreas Triantafyllopoulos Florian B. Pokorny
+	Audio Self-supervised Learning: A Survey	2022	Shuo Liu Adria Mallol-Ragolta Emilia Parada-Cabeleiro Kun Qian Xin Jing Alexander Kathan Bin Hu Björn Schüller
+	Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting	2022	Alexander Kathan Andreas Triantafyllopoulos Xiangheng He Manuel Milling Tian‐Hao Yan Srividya Tirunellai Rajamani Ludwig Küster Mathias Harrer Elena Heber Inga Großmann
+	The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress	2022	Lukas Christ Shahin Amiriparian Alice Baird Panagiotis Tzirakis Alexander Kathan Niklas Müller Lukas Stappen Eva-Maria Meßner Andreas König Alan Cowen
+	Depression Diagnosis and Forecast based on Mobile Phone Sensor Data	2022	Xiangheng He Andreas Triantafyllopoulos Alexander Kathan Manuel Milling Tian‐Hao Yan Srividya Tirunellai Rajamani Ludwig Küster Mathias Harrer Elena Heber Inga Großmann
+	Towards Multimodal Prediction of Spontaneous Humour: A Novel Dataset and First Results	2022	Lukas Christ Shahin Amiriparian Alexander Kathan Niklas Müller Andreas König Björn Schüller

Common Coauthors

Coauthor	Papers Together
Björn Schüller	22
Shahin Amiriparian	14
Lukas Christ	10
Andreas Triantafyllopoulos	8
Manuel Milling	6
Alexander Gebhard	6
Alice Baird	6
Srividya Tirunellai Rajamani	6
Maurice Gerczuk	6
Steffen Klug	5
Tian‐Hao Yan	5
Erik Cambria	5
Panagiotis Tzirakis	4
Adria Mallol-Ragolta	4
Elena Heber	4
Xiangheng He	4
Eva-Maria Meßner	4
Xin Jing	4
Andreas König	4
David Daniel Ebert	4
Anton Batliner	4
Lukas Stappen	4
Ludwig Küster	4
Vincent Karas	4
Alan Cowen	4
Mathias Harrer	4
Niklas Müller	3
Florian B. Pokorny	3
Niklas Müller	3
Justina Lutz	2
Niklas Mueller	2
Inga Großmann	2
Irina Papazova	2
Inga Grossmann	2
Katrin D. Bartl-Pokorny	2
Judith Dineley	2
Sandra Ottl	2
Andreas König	2
Wolfgang Strube	2
Anastasia Semertzidou	2
Lennart Seizer	2
Zijiang Yang	2
Johanna Löchner	2
Alkomiet Hasan	2
Tobias Hübner	2
Chris Gagne	2
Tianhao Yan	1
Andreas Koenig	1
Maurice Gerzcuk	1
Yi Chang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition	2021	Maurice Gerczuk Shahin Amiriparian Sandra Ottl Björn Schüller	2
+ PDF Chat	Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks	2016	Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao	2
+ PDF Chat	Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap	2023	Johannes Wagner Andreas Triantafyllopoulos Hagen Wierstorf Maximilian Schmitt Felix Burkhardt Florian Eyben Björn Schüller	2
+	Supervised Speech Separation Based on Deep Learning: An Overview	2018	DeLiang Wang Jitong Chen	2
+	Fitbeat: COVID-19 estimation based on wristband heart rate using a contrastive convolutional auto-encoder	2021	Shuo Liu Jing Han Estela Laporta Spyridon Kontaxis Shaoxiong Sun Patrick Locatelli Judith Dineley Florian B. Pokorny Gloria Dalla Costa Letizia Leocani	2
+ PDF Chat	Label-Embedding for Image Classification	2015	Zeynep Akata Florent Perronnin Zaïd Harchaoui Cordelia Schmid	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+ PDF Chat	Evaluating the Visualization of What a Deep Neural Network Has Learned	2016	Wojciech Samek Alexander Binder Grégoire Montavon Sebastian Lapuschkin Klaus‐Robert Müller	1
+ PDF Chat	Learning Deep Representations of Fine-Grained Visual Descriptions	2016	Scott Reed Zeynep Akata Honglak Lee Bernt Schiele	1
+	Counterfactual Fairness	2017	Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo Silva	1
+	Large Batch Training of Convolutional Networks	2017	Yang You Igor Gitman Boris Ginsburg	1
+	Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces	2018	Yu-An Chung Wei‐Hung Weng Schrasing Tong James Glass	1
+ PDF Chat	Learning Latent Representations for Style Control and Transfer in End-to-end Speech Synthesis	2019	Yajie Zhang Shifeng Pan Lei He Zhen-Hua Ling	1
+ PDF Chat	Integrating structure and dynamics in personality assessment: First steps toward the development and validation of a personality dynamics diary.	2019	Johannes Zimmermann William C. Woods Sven Ritter Moritz Happel Oliver Masuhr Ulrich Jaeger Carsten Spitzer Aidan G.C. Wright	1
+	Emotionally-Aware Chatbots: A Survey	2019	Endang Wahyu Pamungkas	1
+	Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty	2019	Dan Hendrycks Mantas Mazeika Saurav Kadavath Dawn Song	1
+	A Unified Approach to Interpreting Model Predictions	2017	Scott Lundberg Su‐In Lee	1
+ PDF Chat	Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning	2018	Andrew Owens Jiajun Wu Josh H. McDermott William T. Freeman Antonio Torralba	1
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	1
+ PDF Chat	VGGFace2: A Dataset for Recognising Faces across Pose and Age	2018	Qiong Cao Li Shen Weidi Xie Omkar Parkhi Andrew Zisserman	1
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	1
+	Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks	2019	Nils Reimers Iryna Gurevych	1
+	Learning Video Representations using Contrastive Bidirectional Transformer	2019	Chen Sun Fabien Baradel Kevin Murphy Cordelia Schmid	1
+ PDF Chat	AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition	2019	Fabien Ringeval Björn Schüller Michel Valstar Nicholas Cummins Roddy Cowie Leili Tavabi Maximilian Schmitt Sina Alisamir Shahin Amiriparian Eva-Maria Meßner	1
+ PDF Chat	Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI	2019	Alejandro Barredo Arrieta Natalia Díaz-Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik Alberto Barbado Salvador García Sergio Gil-López Daniel Molina Richard Benjamins	1
+	Improving Transformer-based Speech Recognition Using Unsupervised Pre-training	2019	Dongwei Jiang Xiaoning Lei Wubo Li Ne Luo Yuxuan Hu Wei Zou Xiangang Li	1
+ PDF Chat	A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders	2019	Rohit Voleti Julie Liss Visar Berisha	1
+	Improved Baselines with Momentum Contrastive Learning	2020	Xinlei Chen Haoqi Fan Ross Girshick Kaiming He	1
+	Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey	2020	Longlong Jing Yingli Tian	1
+	CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning	2020	Sameer Khurana Antoine Laurent James Glass	1
+ PDF Chat	Suppressing Uncertainties for Large-Scale Facial Expression Recognition	2020	Kai Wang Xiaojiang Peng Jianfei Yang Shijian Lu Yu Qiao	1
+	Fairness in Deep Learning: A Computational Perspective	2020	Mengnan Du Fan Yang Na Zou Xia Hu	1
+	Self-supervised Learning for Speech Enhancement	2020	Yu-Che Wang Shrikant Venkataramani Paris Smaragdis	1
+ PDF Chat	TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech	2021	Andy T. Liu Shang-Wen Li Hung-yi Lee	1
+	Listening to Sounds of Silence for Speech Denoising	2020	Ruilin Xu Rundi Wu Yuko Ishiwaka Carl Vondrick Changxi Zheng	1
+ PDF Chat	Self-Supervised Contrastive Video-Speech Representation Learning for Ultrasound	2020	Jianbo Jiao Yifan Cai Mohammad Alsharid Lior Drukker Aris T. Papageorghiou J. Alison Noble	1
+ PDF Chat	Contrastive Representation Learning: A Framework and Review	2020	Phuc H. Le-Khac Graham Healy Alan F. Smeaton	1
+ PDF Chat	Vector-Quantized Autoregressive Predictive Coding	2020	Yu-An Chung Hao Tang James Glass	1
+	Personalized machine learning for robot perception of affect and engagement in autism therapy	2018	Ognjen Rudovic Jaeryoung Lee Miles Dai Björn Schüller Rosalind W. Picard	1
+	Artificial Intelligence, Speech, and Language Processing Approaches to Monitoring Alzheimer’s Disease: A Systematic Review	2020	Sofia de la Fuente Garcia Craig Ritchie Saturnino Luz	1
+	AI4COVID-19: AI enabled preliminary diagnosis for COVID-19 from cough samples via an app	2020	Ali Imran Iryna Posokhova Haneya Naeem Qureshi Usama Masood Muhammad Sajid Riaz Kamran Ali Charles N. John MD Iftikhar Hussain Muhammad Nabeel	1
+ PDF Chat	A Survey on Contrastive Self-Supervised Learning	2020	Ashish Jaiswal Ashwin Ramesh Babu Mohammad Zaki Zadeh Debapriya Banerjee Fillia Makedon	1
+ PDF Chat	Self-Supervised Learning of Audio Representations From Permutations With Differentiable Ranking	2021	Andrew N. Carr Quentin Berthet Mathieu Blondel Olivier Teboul Neil Zeghidour	1
+ PDF Chat	Zero-Shot Audio Classification Via Semantic Embeddings	2021	Huang Xie Tuomas Virtanen	1
+ PDF Chat	Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network	2021	Shervin Minaee Mehdi Minaei AmirAli Abdolrashidi	1
+ PDF Chat	Emerging Properties in Self-Supervised Vision Transformers	2021	Mathilde Caron Hugo Touvron Ishan Misra Hervé Jeǵou Julien Mairal Piotr Bojanowski Armand Joulin	1
+	Learning Transferable Visual Models From Natural Language Supervision	2021	Alec Radford Jong Wook Kim Chris Hallacy Aditya Ramesh Gabriel Goh Sandhini Agarwal Girish Sastry Amanda Askell Pamela Mishkin Jack Clark	1
+ PDF Chat	Self-supervised Learning: Generative or Contrastive	2021	Xiao Liu Fanjin Zhang Zhenyu Hou Mian Li Zhaoyu Wang Jing Zhang Jie Tang	1
+	The voice of COVID-19: Acoustic correlates of infection in sustained vowels	2021	Katrin D. Bartl-Pokorny Florian B. Pokorny Anton Batliner Shahin Amiriparian Anastasia Semertzidou Florian Eyben Elena Kramer Florian Schmidt R. Schönweiler Markus Wehler	1
+ PDF Chat	Sounds of COVID-19: exploring realistic performance of audio-based digital testing	2022	Jing Han Xia Tong Dimitris Spathis Erika Bondareva Chloë Brown Jagmohan Chauhan Ting Dang Andreas Grammenos Apinan Hasthanasombat R. Andres Floto	1