I see it in your eyes: Training the shallowest-possible CNN to recognise emotions and pain from muted web-assisted in-the-wild video-chats in real-time.

[BibT_eX]

[DOI]

Vedhas Pandit

Maximilian Schmitt

Nicholas Cummins

Björn W. Schuller

Inf. Process. Manag., 2020

The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks.

[BibT_eX]

[DOI]

Antonia F. de C. Hamilton

Alexis Deighton MacIntyre

Simone Hantke

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

2019

Humans Inside: Cooperative Big Multimedia Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Innovations in Big Data Mining and Embedded Knowledge, 2019

Synchronization in Interpersonal Speech.

[BibT_eX]

[DOI]

Frontiers Robotics AI, 2019

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild.

[BibT_eX]

[DOI]

CoRR, 2019

Predicting Biological Signals from Speech: Introducing a Novel Multimodal Dataset and Results.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.

[BibT_eX]

[DOI]

Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words Approach.

[BibT_eX]

[DOI]

Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Continuous Emotion Recognition in Speech - Do We Need Recurrence?

[BibT_eX]

[DOI]

Maximilian Schmitt

Nicholas Cummins

Björn W. Schuller

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Performance Analysis of Unimodal and Multimodal Models in Valence-Based Empathy Recognition.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

End-to-end Audio Classification with Small Datasets - Making It Work.

[BibT_eX]

[DOI]

Maximilian Schmitt

Björn W. Schuller

Proceedings of the 27th European Signal Processing Conference, 2019

Automated Classification of Airborne Pollen using Neural Networks.

[BibT_eX]

[DOI]

Claudia Traidl-Hoffmann

Athanasios Damialis

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Snoring - An Acoustic Definition.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

I Know How you Feel Now, and Here's why!: Demystifying Time-Continuous High Resolution Text-Based Affect Predictions in the Wild.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018

MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Weakly Supervised One-Shot Detection with Attention Siamese Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Snoring classified: The Munich-Passau Snore Sound Corpus.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2018

How Good Is Your Model 'Really'? On 'Wildness' of the In-the-Wild Speech-Based Affect Recognisers.

[BibT_eX]

[DOI]

Proceedings of the Speech and Computer - 20th International Conference, 2018

You Sound Like Your Counterpart: Interpersonal Speech Analysis.

[BibT_eX]

[DOI]

Jing Han

Maximilian Schmitt

Björn W. Schuller

Proceedings of the Speech and Computer - 20th International Conference, 2018

AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018

A German Corpus for Fine-Grained Named Entity Recognition and Relation Extraction of Traffic and Industry Events.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Musical-Linguistic Annotations of Il Lauro Secco.

[BibT_eX]

[DOI]

Emilia Parada-Cabaleiro

Maximilian Schmitt

Anton Batliner

Björn W. Schuller

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Identifying Emotions in Opera Singing: Implications of Adverse Acoustic Conditions.

[BibT_eX]

[DOI]

Emilia Parada-Cabaleiro

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats.

[BibT_eX]

[DOI]

Katrin D. Bartl-Pokorny

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

EAT -: The ICMI 2018 Eating Analysis and Tracking Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Introducing an Emotion-Driven Assistance System for Cognitively Impaired Individuals.

[BibT_eX]

[DOI]

Proceedings of the Computers Helping People with Special Needs, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Deep Unsupervised Representation Learning for Abnormal Heart Sound Classification.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit.

[BibT_eX]

[DOI]

Maximilian Schmitt

Björn W. Schuller

J. Mach. Learn. Res., 2017

AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge.

[BibT_eX]

[DOI]

Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017

From Hard to Soft: Towards more Human-like Emotion Recognition by Modelling the Perception Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

A Paralinguistic Approach To Speaker Diarisation: Using Age, Gender, Voice Likability and Personality Traits.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Industrial Evaluation of Search-Based Test Generation Techniques for Control Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Software Reliability Engineering Workshops, 2017

The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Spotting Social Signals in Conversational Speech over IP: A Deep Learning Perspective.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Seeking the SuperStar: Automatic assessment of perceived singing quality.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A machine learning based system for the automatic evaluation of aphasia speech.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017

Recognising Guitar Effects - Which Acoustic Features Really Matter?

[BibT_eX]

[DOI]

Maximilian Schmitt

Björn W. Schuller

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

Automatic Guitar String Detection by String-Inverse Frequency Estimation.

[BibT_eX]

[DOI]

Tobias Geib

Maximilian Schmitt

Björn W. Schuller

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

"You sound ill, take the day off": Automatic recognition of speech affected by upper respiratory tract infection.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Speech-based Diagnosis of Autism Spectrum Condition by Generative Adversarial Network Representations.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Digital Health, 2017

2016

At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech.

[BibT_eX]

[DOI]

Maximilian Schmitt

Fabien Ringeval

Björn W. Schuller

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices.

[BibT_eX]

[DOI]

Proceedings of the 12th ITG Symposium on Speech Communication, 2016

A Bag-of-Audio-Words Approach for Snore Sounds' Excitation Localisation.

[BibT_eX]

[DOI]

Proceedings of the 12th ITG Symposium on Speech Communication, 2016

Maximilian Schmitt

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