Alice Baird

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All published works

Action	Title	Year	Authors
+ PDF Chat	DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition	2024	Xin Jing Luyang Zhang Jiangjian Xie Alexander Gebhard Alice Baird Björn Schüller
+ PDF Chat	The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data	2024	Alice Baird Rachel Manzelli Panagiotis Tzirakis Chris Gagne Haoqi Li S Allen Sander Dieleman Brian Kulis Shrikanth Narayanan Alan Cowen
+ PDF Chat	The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition	2024	Dimitrios Kollias Panagiotis Tzirakis Alan Cowen Stefanos Zafeiriou Irene Kotsia Alice Baird Chris Gagne Chunchang Shao Guanyu Hu
+ 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	A summary of the ComParE COVID-19 challenges	2023	Harry Coppock Alican Akman Christian Bergler Maurice Gerczuk Chloë Brown Jagmohan Chauhan Andreas Grammenos Apinan Hasthanasombat Dimitris Spathis Xia Tong
+	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
+	ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges	2023	Dimitrios Kollias Panagiotis Tzirakis Alice Baird Alan Cowen Stefanos Zafeiriou
+	The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests	2023	Björn Schüller Anton Batliner Shahin Amiriparian Alexander Barnhill Maurice Gerczuk Andreas Triantafyllopoulos Alice Baird Panagiotis Tzirakis Chris Gagne Alan Cowen
+	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
+ 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	Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features	2022	Andreas Triantafyllopoulos Sandra Zänkert Alice Baird Julian Konzok Brigitte M. Kudielka Björn Schüller
+	Evaluating Deep Music Generation Methods Using Data Augmentation	2022	Toby Godwin Georgios Rizos Alice Baird Najla D. Al Futaisi Vincent Brisse Björn Schüller
+	A Summary of the ComParE COVID-19 Challenges	2022	Harry Coppock Alican Akman Christian Bergler Maurice Gerczuk Chloë Brown Jagmohan Chauhan Andreas Grammenos Apinan Hasthanasombat Dimitris Spathis Xia Tong
+	The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts	2022	Alice Baird Panagiotis Tzirakis Gauthier Gidel Marco Jiralerspong Eilif Müller Kory W. Mathewson Björn Schüller Erik Cambria Dacher Keltner Alan Cowen
+	The ACII 2022 Affective Vocal Bursts Workshop & Competition: Understanding a critically understudied modality of emotional expression	2022	Alice Baird Panagiotis Tzirakis Jeffrey A. Brooks Christopher B. Gregory Björn Schüller Anton Batliner Dacher Keltner Alan Cowen
+	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
+	Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts	2022	Alice Baird Panagiotis Tzirakis Gauthier Gidel Marco Jiralerspong Eilif Müller Kory W. Mathewson Björn Schüller Erik Cambria Dacher Keltner Alan Cowen
+	Proceedings of the ACII Affective Vocal Bursts Workshop and Competition 2022 (A-VB): Understanding a critically understudied modality of emotional expression	2022	Alice Baird Panagiotis Tzirakis Jeffrey A. Brooks Christopher B. Gregory Björn Schüller Anton Batliner Dacher Keltner Alan Cowen
+	Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features	2022	Andreas Triantafyllopoulos Sandra Zänkert Alice Baird Julian Konzok Brigitte M. Kudielka Björn Schüller
+ PDF Chat	A Physiologically-Adapted Gold Standard for Arousal during Stress	2021	Alice Baird Lukas Stappen Lukas Christ Lea Schumann Eva-Maria Meßner Björn Schüller
+ PDF Chat	Evaluating Deep Music Generation Methods Using Data Augmentation	2021	Toby Godwin Georgios Rizos Alice Baird Najla D. Al Futaisi Vincent Brisse Björn Schüller
+ PDF Chat	The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements	2021	Lukas Stappen Alice Baird Lea Schumann Björn Schüller
+	A Physiologically-adapted Gold Standard for Arousal During a Stress Induced Scenario	2021	Alice Baird Lukas Stappen Lukas Christ Lea Schumann Eva-Maria Meßner Björn Schüller
+	A Physiologically-Adapted Gold Standard for Arousal during Stress	2021	Alice Baird Lukas Stappen Lukas Christ Lea Schumann Eva-Maria Meßner Björn Schüller
+	MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox	2021	Lukas Stappen Lea Schumann Benjamin Sertolli Alice Baird Benjamin Weigel Erik Cambria Björn Schüller
+	An Estimation of Online Video User Engagement from Features of Continuous Emotions.	2021	Lukas Stappen Alice Baird Michelle Lienhart Annalena Bätz Björn Schüller
+	The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and Stress	2021	Lukas Stappen Alice Baird Lukas Christ Lea Schumann Benjamin Sertolli Eva-Maria Meßner Erik Cambria Guoying Zhao Björn Schüller
+	The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates	2021	Björn Schüller Anton Batliner Christian Bergler Cecilia Mascolo Jing Han Iulia Lefter Heysem Kaya Shahin Amiriparian Alice Baird Lukas Stappen
+	The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements	2021	Lukas Stappen Alice Baird Lea Schumann Björn Schüller
+	End-2-End COVID-19 Detection from Breath & Cough Audio	2021	Harry Coppock Alexander Gaskell Panagiotis Tzirakis Alice Baird Lyn Jones Björn Schüller
+	A Physiologically-Adapted Gold Standard for Arousal during Stress	2021	Alice Baird Lukas Stappen Lukas Christ Lea Schumann Eva-Maria Meßner Björn Schüller
+	MuSe-Toolbox: The Multimodal Sentiment Analysis Continuous Annotation Fusion and Discrete Class Transformation Toolbox	2021	Lukas Stappen Lea Schumann Benjamin Sertolli Alice Baird Benjamin Weigel Erik Cambria Björn Schüller
+	An Estimation of Online Video User Engagement from Features of Continuous Emotions	2021	Lukas Stappen Alice Baird Michelle Lienhart Annalena Bätz Björn Schüller
+	The MuSe 2021 Multimodal Sentiment Analysis Challenge: Sentiment, Emotion, Physiological-Emotion, and Stress	2021	Lukas Stappen Alice Baird Lukas Christ Lea Schumann Benjamin Sertolli Eva-Maria Meßner Erik Cambria Guoying Zhao Björn Schüller
+	The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements	2021	Lukas Stappen Alice Baird Lea Schumann Björn Schüller
+	End-2-End COVID-19 Detection from Breath & Cough Audio	2021	Harry Coppock Alexander Gaskell Panagiotis Tzirakis Alice Baird Lyn H. Jones Björn Schüller
+	The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates	2021	Björn Schüller Anton Batliner Christian Bergler Cecilia Mascolo Jing Han Iulia Lefter Heysem Kaya Shahin Amiriparian Alice Baird Lukas Stappen
+	MuSe 2020 -- The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop	2020	Lukas Stappen Alice Baird Georgios Rizos Panagiotis Tzirakis Xinchen Du Felix Hafner Lea Schumann Adria Mallol-Ragolta Björn Schüller Iulia Lefter
+	Presenting the Acoustic Sounds for Wellbeing Dataset and Baseline Classification Results.	2019	Alice Baird Björn Schüller
+	Responsible and Representative Multimodal Data Acquisition and Analysis: On Auditability, Benchmarking, Confidence, Data-Reliance & Explainability.	2019	Alice Baird Simone Hantke Björn Schüller
+	Voice command generation using Progressive Wavegans	2019	Thomas Wiest Nicholas Cummins Alice Baird Simone Hantke Judith Dineley Björn Schüller
+	Acoustic Sounds for Wellbeing: A Novel Dataset and Baseline Results	2019	Alice Baird Björn Schüller
+	Responsible and Representative Multimodal Data Acquisition and Analysis: On Auditability, Benchmarking, Confidence, Data-Reliance & Explainability	2019	Alice Baird Simone Hantke Björn Schüller

Common Coauthors

Coauthor	Papers Together
Björn Schüller	41
Lukas Stappen	21
Panagiotis Tzirakis	19
Lea Schumann	12
Alan Cowen	12
Shahin Amiriparian	11
Lukas Christ	11
Erik Cambria	11
Eva-Maria Meßner	10
Anton Batliner	9
Maurice Gerczuk	7
Sandra Ottl	6
Alexander Kathan	6
Andreas Triantafyllopoulos	5
Chris Gagne	5
Dimitris Spathis	4
Xia Tong	4
Apinan Hasthanasombat	4
Pietro Cicuta	4
Cecilia Mascolo	4
Jagmohan Chauhan	4
Dacher Keltner	4
Harry Coppock	4
Christian Bergler	4
Benjamin Sertolli	4
Andreas Grammenos	4
Alexander Gebhard	3
Adria Mallol-Ragolta	3
Xin Jing	3
Chloë Brown	3
Simone Hantke	3
Jing Han	3
Georgios Rizos	3
Niklas Müller	3
Judith Dineley	3
Iulia Lefter	3
Dimitrios Kollias	2
Jeffrey A. Brooks	2
Anastasia Semertzidou	2
Toby Godwin	2
Vincent Karas	2
Gauthier Gidel	2
Srividya Tirunellai Rajamani	2
Sandra Zänkert	2
Casper Kaandorp	2
Alexander Gaskell	2
Brigitte M. Kudielka	2
Joeri A. Zwerts	2
Jelle Treep	2
Florian B. Pokorny	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks	2016	Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao	9
+ PDF Chat	Deep Learning Face Attributes in the Wild	2015	Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang	8
+ PDF Chat	Exploring Hate Speech Detection in Multimodal Publications	2020	Raúl Gómez Jaume Gibert Lluís Gómez Dìmosthenis Karatzas	4
+ PDF Chat	CNN architectures for large-scale audio classification	2017	Shawn Hershey Sourish Chaudhuri Daniel P. W. Ellis Jort F. Gemmeke Aren Jansen Robert C. Moore Manoj Plakal Devin Platt Rif A. Saurous Bryan Seybold	4
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	4
+ PDF Chat	SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild	2019	Jean Kossaifi Robert Walecki Yannis Panagakis Jie Shen Maximilian Schmitt Fabien Ringeval Jing Han Vedhas Pandit Antoine Toisoul Björn Schüller	4
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	4
+	The Many-to-Many Mapping Between the Concordance Correlation Coefficient and the Mean Square Error	2019	Vedhas Pandit Björn Schüller	3
+	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	3
+	Analysing Affective Behavior in the First ABAW 2020 Competition.	2020	Dimitrios Kollias Attila Schulc Elnar Hajiyev Stefanos Zafeiriou	3
+ PDF Chat	Enriching Word Vectors with Subword Information	2017	Piotr Bojanowski Édouard Grave Armand Joulin Tomáš Mikolov	3
+	On Many-to-Many Mapping Between Concordance Correlation Coefficient and Mean Square Error.	2019	Vedhas Pandit Björn Schüller	3
+	A Concordance Correlation Coefficient to Evaluate Reproducibility	1989	Liang‐In Lin	3
+ PDF Chat	The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements	2021	Lukas Stappen Alice Baird Lea Schumann Björn Schüller	3
+ PDF Chat	Multimodal Machine Learning: A Survey and Taxonomy	2018	Tadas Baltrušaitis Chaitanya Ahuja Louis‐Philippe Morency	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
+ PDF Chat	Deep Audio-Visual Speech Recognition	2018	Triantafyllos Afouras Joon Son Chung Andrew Senior Oriol Vinyals Andrew Zisserman	2
+	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	2
+	Measuring Skewness: A Forgotten Statistic?	2011	David P. Doane Lori E. Seward	2
+	The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements	2021	Lukas Stappen Alice Baird Lea Schumann Björn Schüller	2
+ 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	2
+	Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data	2020	Chloë Brown Jagmohan Chauhan Andreas Grammenos Jing Han Apinan Hasthanasombat Dimitris Spathis Xia Tong Pietro Cicuta Cecilia Mascolo	2
+	Go-CaRD - Generic, Optical Car Part Recognition and Detection: Collection, Insights, and Applications.	2020	Lukas Stappen Xinchen Du Vincent Karas Stefan Müller Björn Schüller	2
+	WaveNet: A Generative Model for Raw Audio	2016	Aäron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alexander Graves Nal Kalchbrenner Andrew Senior Koray Kavukcuoglu	2
+ PDF Chat	The COUGHVID crowdsourcing dataset, a corpus for the study of large-scale cough analysis algorithms	2021	Lara Orlandic Tomás Teijeiro David Atienza	2
+	Domain Adaptation with Joint Learning for Generic, Optical Car Part Recognition and Detection Systems (Go-CaRD)	2020	Lukas Stappen Xinchen Du Vincent Karas Stefan Müller Björn Schüller	2
+	End2You -- The Imperial Toolkit for Multimodal Profiling by End-to-End Learning	2018	Panagiotis Tzirakis Stefanos Zafeiriou Björn Schüller	2
+	EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition	2021	Maurice Gerczuk Shahin Amiriparian Sandra Ottl Björn Schüller	2
+	A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews	2020	Edison Marrese-Taylor Cristián Rodríguez Jorge Balazs Stephen Jay Gould Yutaka Matsuo	2
+	WIDER FACE: A Face Detection Benchmark	2015	Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang	2
+	Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN	2017	Edison Marrese-Taylor Jorge Balazs Yutaka Matsuo	2
+	auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks	2017	Michael Freitag Shahin Amiriparian Sergey Pugachevskiy Nicholas Cummins Bj ̈orn W Schuller	2
+ PDF Chat	Densely Connected Convolutional Networks	2017	Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger	2
+ PDF Chat	Visual and textual sentiment analysis using deep fusion convolutional neural networks	2017	Xingyue Chen Yunhong Wang Qingjie Liu	2
+	A multimodal movie review corpus for fine-grained opinion mining	2019	Alexandre Garcia Slim Essid Florence d’Alché–Buc Chloé Clavel	2
+ PDF Chat	Learning Intelligent Dialogs for Bounding Box Annotation	2018	Jasper Uijlings Ksenia Konyushkova Christoph H. Lampert Vittorio Ferrari	2
+ PDF Chat	Multi-attention Recurrent Network for Human Communication Comprehension	2018	Amir Zadeh Paul Pu Liang Soujanya Poria Prateek Vij Erik Cambria Louis‐Philippe Morency	2
+ PDF Chat	Tensor Fusion Network for Multimodal Sentiment Analysis	2017	Amir Zadeh Minghai Chen Soujanya Poria Erik Cambria Louis‐Philippe Morency	2
+ PDF Chat	Text Flow: A Unified Text Detection System in Natural Scene Images	2015	Shangxuan Tian Yifeng Pan Chang Huang Shijian Lu Kai Yu Chew Lim Tan	2
+	On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis	2018	José Camacho-Collados Mohammad Taher Pilehvar	2
+	ALBERT: A Lite BERT for Self-supervised Learning of Language Representations	2019	Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut	2
+ PDF Chat	The evolution of sentiment analysis—A review of research topics, venues, and top cited papers	2017	Mika Mäntylä Daniel Graziotin Miikka Kuutila	2
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	2
+ PDF Chat	Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond	2019	Dimitrios Kollias Panagiotis Tzirakis Mihalis A. Nicolaou Athanasios Papaioannou Guoying Zhao Björn Schüller Irene Kotsia Stefanos Zafeiriou	2
+ PDF Chat	Extracting Textual Overlays from Social Media Videos Using Neural Networks	2018	Adam Słucki T. P. Trzcinski Adam Bielski Paweł Cyrta	2
+	MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos	2016	Amir Zadeh Rowan Zellers Eli Pincus Louis–Philippe Morency	2
+	Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models	2017	Wojciech Samek Thomas Wiegand Klaus‐Robert Müller	1
+ PDF Chat	End-to-End Multimodal Emotion Recognition Using Deep Neural Networks	2017	Panagiotis Tzirakis George Trigeorgis Mihalis A. Nicolaou Björn Schüller Stefanos Zafeiriou	1
+	SampleRNN: An Unconditional End-to-End Neural Audio Generation Model	2016	Soroush Mehri Kundan Kumar Ishaan Gulrajani Rithesh Kumar Shubham Jain Jose Sotelo Aaron Courville Yoshua Bengio	1
+	Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	2015	Alec Radford Luke Metz Soumith Chintala	1