Imperial College London
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ProfessorBjoernSchuller

Faculty of Engineering, Department of Computing

Professor of Artificial Intelligence
 
 
 
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Contact

 

+44 (0)20 7594 8357bjoern.schuller Website

 
 
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Location

 

574Huxley BuildingSouth Kensington Campus

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Summary

 

Publications

Publication Type
Year
to

1105 results found

Baird A, Cummins N, Schnieder S, Krajewski J, Schuller BWet al., 2020, An Evaluation of the Effect of Anxiety on Speech - Computational Prediction of Anxiety from Sustained Vowels, Interspeech Conference, Publisher: ISCA-INT SPEECH COMMUNICATION ASSOC, Pages: 4951-4955, ISSN: 2308-457X

Conference paper

Tzirakis P, Shiarella A, Ewers R, Schuller BWet al., 2020, Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons' Call Detection, Interspeech Conference, Publisher: ISCA-INT SPEECH COMMUNICATION ASSOC, Pages: 1211-1215, ISSN: 2308-457X

Conference paper

Botelho C, Diener L, Kuester D, Scheck K, Amiriparian S, Schuller BW, Schultz T, Abad A, Trancoso Iet al., 2020, Toward Silent Paralinguistics: Speech-to-EMG - Retrieving Articulatory Muscle Activity from Speech, Interspeech Conference, Publisher: ISCA-INT SPEECH COMMUNICATION ASSOC, Pages: 354-358, ISSN: 2308-457X

Conference paper

Mallol-Ragolta A, Cummins N, Schuller BW, 2020, An Investigation of Cross-Cultural Semi-Supervised Learning for Continuous Affect Recognition, Interspeech Conference, Publisher: ISCA-INT SPEECH COMMUNICATION ASSOC, Pages: 511-515, ISSN: 2308-457X

Conference paper

Yang Z, Liu S, Song M, Parada-Cabaleiro E, Schuller BWet al., 2020, Adventitious Respiratory Classification using Attentive Residual Neural Networks, Interspeech Conference, Publisher: ISCA-INT SPEECH COMMUNICATION ASSOC, Pages: 2912-2916, ISSN: 2308-457X

Conference paper

Stappen L, Schuller B, Lefter I, Cambria E, Kompatsiaris Iet al., 2020, Summary of MuSe 2020: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media, 28th ACM International Conference on Multimedia (MM), Publisher: ASSOC COMPUTING MACHINERY, Pages: 4769-4770

Conference paper

Mallol-Ragolta A, Liu S, Cummins N, Schuller Bet al., 2020, A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions, 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG), Publisher: IEEE, Pages: 829-833, ISSN: 2326-5396

Conference paper

Aspandi D, Mallol-Ragolta A, Schuller B, Binefa Xet al., 2020, Latent-Based Adversarial Neural Networks for Facial Affect Estimations, 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG), Publisher: IEEE, Pages: 606-610, ISSN: 2326-5396

Conference paper

Mertes S, Baird A, Schiller D, Schuller BW, Andre Eet al., 2020, An Evolutionary-based Generative Approach for Audio Data Augmentation, 22nd IEEE International Workshop on Multimedia Signal Processing (MMSP), Publisher: IEEE, ISSN: 2163-3517

Conference paper

Koike T, Qian K, Kong Q, Plumbley MD, Schuller BW, Yamamoto Yet al., 2020, Audio for Audio is Better? An Investigation on Transfer Learning Models for Heart Sound Classification, 42nd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC), Publisher: IEEE, Pages: 74-77, ISSN: 1557-170X

Conference paper

Zhao Z, Bao Z, Zhang Z, Cummins N, Wang H, Schuller Bet al., 2020, HIERARCHICAL ATTENTION TRANSFER NETWORKS FOR DEPRESSION ASSESSMENT FROM SPEECH, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Publisher: IEEE, Pages: 7159-7163, ISSN: 1520-6149

Conference paper

Rizos G, Baird A, Elliott M, Schuller Bet al., 2020, STARGAN FOR EMOTIONAL SPEECH CONVERSION: VALIDATED BY DATA AUGMENTATION OF END-TO-END EMOTION RECOGNITION, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Publisher: IEEE, Pages: 3502-3506, ISSN: 1520-6149

Conference paper

Zhao Z, Li Q, Cummins N, Liu B, Wang H, Tao J, Schuller BWet al., 2020, Hybrid Network Feature Extraction for Depression Assessment from Speech, Interspeech Conference, Publisher: ISCA-INT SPEECH COMMUNICATION ASSOC, Pages: 4956-4960, ISSN: 2308-457X

Conference paper

Haque KN, Rana R, Schuller BW, 2020, High-Fidelity Audio Generation and Representation Learning With Guided Adversarial Autoencoder, IEEE ACCESS, Vol: 8, Pages: 223509-223528, ISSN: 2169-3536

Journal article

Schuller DM, Schuller BW, 2020, The Challenge of Automatic Eating Behaviour Analysis and Tracking, RECENT ADVANCES IN INTELLIGENT ASSISTIVE TECHNOLOGIES: PARADIGMS AND APPLICATIONS, Editors: Costin, Schuller, Florea, Publisher: SPRINGER INTERNATIONAL PUBLISHING AG, Pages: 187-204, ISBN: 978-3-030-30816-2

Book chapter

Rizos G, Schuller BW, 2020, Average Jane, Where Art Thou? – Recent Avenues in Efficient Machine Learning Under Subjectivity Uncertainty, Information Processing and Management of Uncertainty in Knowledge-Based Systems, Publisher: Springer International Publishing, Pages: 42-55, ISBN: 9783030501457

Book chapter

Han J, Qian K, Song M, Yang Z, Ren Z, Liu S, Liu J, Zheng H, Ji W, Koike T, Li X, Zhang Z, Yamamoto Y, Schuller BWet al., 2020, An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety, INTERSPEECH 2020, Pages: 4946-4950, ISSN: 2308-457X

Journal article

Tzirakis P, Papaioannou A, Lattas A, Tarasiou M, Schuller B, Zafeiriou Set al., 2020, Synthesising 3D Facial Motion from "In-the-Wild" Speech, 2020 15TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2020), Pages: 265-272, ISSN: 2326-5396

Journal article

Schuller B, Paletta L, Robinson P, Sabouret N, Yannakakis GNet al., 2019, Guest Editorial Intelligence in Serious Games, IEEE TRANSACTIONS ON GAMES, Vol: 11, Pages: 306-310, ISSN: 2475-1502

Journal article

Marchi E, Schuller B, Baird A, Baron-Cohen S, Lassalle A, O'Reilly H, Pigat D, Robinson P, Davies I, Baltrusaitis T, Adams A, Mahmoud M, Golan O, Fridenson-Hayo S, Tal S, Newman S, Meir-Goren N, Camurri A, Piana S, Boelte S, Sezgin M, Alyuz N, Rynkiewicz A, Baranger Aet al., 2019, The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children, IEEE TRANSACTIONS ON GAMES, Vol: 11, Pages: 328-339, ISSN: 2475-1502

Journal article

Amiriparian S, Han J, Schmitt M, Baird A, Mallol-Ragolta A, Milling M, Gerczuk M, Schuller Bet al., 2019, Synchronization in Interpersonal Speech, FRONTIERS IN ROBOTICS AND AI, Vol: 6, ISSN: 2296-9144

Journal article

Xie Y, Liang R, Liang Z, Huang C, Zou C, Schuller Bet al., 2019, Speech Emotion Classification Using Attention-Based LSTM, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, Vol: 27, Pages: 1675-1685, ISSN: 2329-9290

Journal article

Ringeval F, Schuller B, Valstar M, Cummins N, Cowie R, Pantic Met al., 2019, AVEC 2019 chairs' welcome

Conference paper

Ringeval F, Schuller B, Valstar M, Cummins N, Cowie R, Pantic Met al., 2019, AVEC 2019 chairs' welcome

Conference paper

Ringeval F, Schuller B, Valstar M, Cummins N, Cowie R, Tavabi L, Schmitt M, Alisamir S, Amiriparian S, Eva-Maria Messner, Song S, Liu S, Zhao Z, Mallol-Ragolta A, Ren Z, Soleymani M, Pantic Met al., 2019, AVEC 2019 workshop and challenge: State-of-mind, detecting depression with ai, and cross-cultural affect recognition, AVEC 2019 - Proceedings of the 9th International Audio/Visual Emotion Challenge and Workshop, co-located with MM 2019, Pages: 3-12

The Audio/Visual Emotion Challenge and Workshop (AVEC 2019) "State-of-Mind, Detecting Depression with AI, and Cross-cultural Affect Recognition" is the ninth competition event aimed at the comparison of multimedia processing and machine learning methods for automatic audiovisual health and emotion analysis, with all participants competing strictly under the same conditions. The goal of the Challenge is to provide a common benchmark test set for multimodal information processing and to bring together the health and emotion recognition communities, as well as the audiovisual processing communities, to compare the relative merits of various approaches to health and emotion recognition from real-life data. This paper presents the major novelties introduced this year, the challenge guidelines, the data used, and the performance of the baseline systems on the three proposed tasks: state-of-mind recognition, depression assessment with AI, and cross-cultural affect sensing, respectively.

Journal article

Ringeval F, Schuller B, Valstar M, Cummins N, Cowie R, Pantic Met al., 2019, AVEC 2019 chairs' welcome

Conference paper

Janott C, Schmitt M, Heiser C, Hohenhorst W, Herzog M, Carrasco Llatas M, Hemmert W, Schuller Bet al., 2019, VOTE versus ACLTE: comparison of two snoring noise classifications using machine learning methods, HNO, Vol: 67, Pages: 670-678, ISSN: 0017-6192

Journal article

Schuller B, 2019, Responding to uncertainty in emotion recognition, JOURNAL OF INFORMATION COMMUNICATION & ETHICS IN SOCIETY, Vol: 17, Pages: 299-303, ISSN: 1477-996X

Journal article

Hantke S, Olenyi T, Hausner C, Appel T, Schuller Bet al., 2019, Large-scale Data Collection and Analysis via a Gamified Intelligent Crowdsourcing Platform, INTERNATIONAL JOURNAL OF AUTOMATION AND COMPUTING, Vol: 16, Pages: 427-436, ISSN: 1476-8186

Journal article

Pokorny FB, Fiser M, Graf F, Marschik PB, Schuller BWet al., 2019, Sound and the City: Current Perspectives on Acoustic Geo-Sensing in Urban Environment, ACTA ACUSTICA UNITED WITH ACUSTICA, Vol: 105, Pages: 766-778, ISSN: 1610-1928

Journal article

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