Considerations for a More Ethical Approach to Data in AI: On Data Representation and Infrastructure

by Alice Baird, Björn Schuller, Björn Schuller
Published 2020-09-01

Shared acoustic codes underlie emotional communication in music and speech-Evidence from deep transfer learning.

by Eduardo Coutinho, Björn Schuller
Published 2017-01-01

A Novel Graphical Technique for Combinational Logic Representation and Optimization

by Vedhas Pandit, Björn Schuller
Published 2017-01-01

Correction: Shared acoustic codes underlie emotional communication in music and speech-Evidence from deep transfer learning.

by Eduardo Coutinho, Björn Schuller
Published 2018-01-01

Calibrated Prediction Intervals for Neural Network Regressors

by Gil Keren, Nicholas Cummins, Bjorn Schuller
Published 2018-01-01

The Effect of Narrow-Band Transmission on Recognition of Paralinguistic Information From Human Vocalizations

by Sascha Fruhholz, Erik Marchi, Bjorn Schuller
Published 2016-01-01

Segmenting into Adequate Units for Automatic Recognition of Emotion-Related Episodes: A Speech-Based Approach

by Anton Batliner, Dino Seppi, Stefan Steidl, Björn Schuller
Published 2010-01-01

Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection

by Erik Marchi, Fabio Vesperini, Stefano Squartini, Björn Schuller
Published 2017-01-01

Trustability-Based Dynamic Active Learning for Crowdsourced Labelling of Emotional Audio Data

by Simone Hantke, Alexander Abstreiter, Nicholas Cummins, Bjorn Schuller
Published 2018-01-01

Recognizing Emotions From Whispered Speech Based on Acoustic Feature Transfer Learning

by Jun Deng, Sascha Fruhholz, Zixing Zhang, Bjorn Schuller
Published 2017-01-01

Synchronization in Interpersonal Speech

by Shahin Amiriparian, Jing Han, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Manuel Milling, Maurice Gerczuk, Björn Schuller, Björn Schuller
Published 2019-11-01

Affective video retrieval: violence detection in Hollywood movies by large-scale segmental feature extraction.

by Florian Eyben, Felix Weninger, Nicolas Lehment, Björn Schuller, Gerhard Rigoll
Published 2013-01-01

Exploitation of Phase-Based Features for Whispered Speech Emotion Recognition

by Jun Deng, Xinzhou Xu, Zixing Zhang, Sascha Fruhholz, Bjorn Schuller
Published 2016-01-01

Classification of Lung Nodules Based on Deep Residual Networks and Migration Learning

by Panpan Wu, Xuanchao Sun, Ziping Zhao, Haishuai Wang, Shirui Pan, Björn Schuller
Published 2020-01-01

Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning

by Zixing Zhang, Jing Han, Jun Deng, Xinzhou Xu, Fabien Ringeval, Bjorn Schuller
Published 2018-01-01

Towards cross-modal pre-training and learning tempo-spatial characteristics for audio recognition with convolutional and recurrent neural networks

by Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Lukas Stappen, Alice Baird, Lukas Koebe, Björn Schuller
Published 2020-12-01

Semi-Supervised Active Learning for Sound Classification in Hybrid Learning Environments.

by Wenjing Han, Eduardo Coutinho, Huabin Ruan, Haifeng Li, Björn Schuller, Xiaojie Yu, Xuan Zhu
Published 2016-01-01

Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition

by Ziping Zhao, Zhongtian Bao, Yiqin Zhao, Zixing Zhang, Nicholas Cummins, Zhao Ren, Bjorn Schuller
Published 2019-01-01

Emotion on the Road—Necessity, Acceptance, and Feasibility of Affective Computing in the Car

by Florian Eyben, Martin Wöllmer, Tony Poitschke, Björn Schuller, Christoph Blaschke, Berthold Färber, Nhu Nguyen-Thien
Published 2010-01-01