List of works - Björn Schuller

"Do touch!" - 3D Scanning and Printing Technologies for the Haptic Representation of Cultural Assets: A Study with Blind Target Users

scientific article published on 24 October 2023

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

scientific article published in July 2017

A Bag of Wavelet Features for Snore Sound Classification

scientific article published on 30 January 2019

A Generic Human-Machine Annotation Framework Based on Dynamic Cooperative Learning

scientific article published on 14 March 2019

A Mini Review on Current Clinical and Research Findings for Children Suffering from COVID-19

scientific article published on 04 April 2020

A survey of multimodal sentiment analysis

article

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

scientific article published on 24 October 2019

Active learning for bird sound classification via a kernel-based extreme learning machine.

scientific article published in October 2017

Affective neural networks and cognitive learning systems for big data analysis.

scientific article published in October 2014

An investigation of the 'female camouflage effect' in autism using a computerized ADOS-2 and a test of sex/gender differences

scientific article

Automated Classification of Airborne Pollen using Neural Networks

scientific article published on 01 July 2019

Calibrated Prediction Intervals for Neural Network Regressors

scholarly article

Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review

scientific article published on 29 July 2020

Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multifeature Analysis

scientific article

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

scientific article

Customized ViNeRS Method for Video Neuro-Advertising of Green Housing

scientific article published on 27 March 2020

Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection.

scientific article

Deep Scalogram Representations for Acoustic Scene Classification

scholarly article published in May 2018

Deep Unsupervised Representation Learning for Abnormal Heart Sound Classification

scientific article published on 01 July 2018

Efficient Collection and Representation of Preverbal Data in Typical and Atypical Development

scientific article published on 02 March 2020

Emotion Recognition in Speech with Latent Discriminative Representations Learning

scholarly article

Emotional expression in psychiatric conditions: New technology for clinicians

scientific article published on 25 December 2018

Exploiting time-frequency patterns with LSTM-RNNs for low-bitrate audio restoration

scientific article published on 10 May 2019

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

scholarly article

Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio Data

scientific article published on 21 July 2021

Knowledge-Based Approaches to Concept-Level Sentiment Analysis

Low Level Texture Features for Snore Sound Discrimination

scientific article published on 01 July 2018

MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning

scientific article published on 27 October 2023

MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition

scientific article published on 23 October 2024

MRAC'23: 1st International Workshop on Multimodal and Responsible Affective Computing

scientific article published on 27 October 2023

MuSe 2023 Challenge: Multimodal Prediction of Mimicked Emotions, Cross-Cultural Humour, and Personalised Recognition of Affects

scientific article published on 27 October 2023

Multi-stream LSTM-HMM decoding and histogram equalization for noise robust keyword spotting.

scientific article published on 09 August 2011

New Avenues in Audio Intelligence: Towards Holistic Real-life Audio Understanding

scientific article published in 2021

New Avenues in Opinion Mining and Sentiment Analysis

article

New avenues in knowledge bases for natural language processing

Online Personalisation of Deep Mobile Activity Recognisers

scientific article published on 05 January 2023

Personalized machine learning for robot perception of affect and engagement in autism therapy

scientific article published on 01 June 2018

Rethinking Auditory Affective Descriptors Through Zero-Shot Emotion Recognition in Speech

scientific article published in 2022

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

scientific article

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

scientific article

Snore sound recognition: On wavelets and classifiers from deep nets to kernels

scientific article published in July 2017

Snore-GANs: Improving Automatic Snore Sound Classification With Synthesized Data

scientific article published on 01 April 2019

Snoring - An Acoustic Definition

scientific article published on 01 July 2019

Snoring classified: The Munich-Passau Snore Sound Corpus

scientific article published on 31 January 2018

Speech Denoising and Compensation for Hearing Aids Using an FTCRN-Based Metric GAN

scientific article published in 2023

Statistical Approaches to Concept-Level Sentiment Analysis

The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests

scientific article published on 27 October 2023

The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children

scholarly article

The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation

scientific article published on 20 October 2023

The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition

scientific article published on 23 October 2024

Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPT

scientific article published in 2023

List of works by Björn Schuller

"Do touch!" - 3D Scanning and Printing Technologies for the Haptic Representation of Cultural Assets: A Study with Blind Target Users

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

A Bag of Wavelet Features for Snore Sound Classification

A Generic Human-Machine Annotation Framework Based on Dynamic Cooperative Learning

A Mini Review on Current Clinical and Research Findings for Children Suffering from COVID-19

A survey of multimodal sentiment analysis

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

Active learning for bird sound classification via a kernel-based extreme learning machine.

Affective neural networks and cognitive learning systems for big data analysis.

An investigation of the 'female camouflage effect' in autism using a computerized ADOS-2 and a test of sex/gender differences

Automated Classification of Airborne Pollen using Neural Networks

Calibrated Prediction Intervals for Neural Network Regressors

Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review

Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multifeature Analysis

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

Customized ViNeRS Method for Video Neuro-Advertising of Green Housing

Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection.

Deep Scalogram Representations for Acoustic Scene Classification

Deep Unsupervised Representation Learning for Abnormal Heart Sound Classification

Efficient Collection and Representation of Preverbal Data in Typical and Atypical Development

Emotion Recognition in Speech with Latent Discriminative Representations Learning

Emotional expression in psychiatric conditions: New technology for clinicians

Exploiting time-frequency patterns with LSTM-RNNs for low-bitrate audio restoration

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

Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio Data

Knowledge-Based Approaches to Concept-Level Sentiment Analysis

Low Level Texture Features for Snore Sound Discrimination

MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning

MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition

MRAC'23: 1st International Workshop on Multimodal and Responsible Affective Computing

MuSe 2023 Challenge: Multimodal Prediction of Mimicked Emotions, Cross-Cultural Humour, and Personalised Recognition of Affects

Multi-stream LSTM-HMM decoding and histogram equalization for noise robust keyword spotting.

New Avenues in Audio Intelligence: Towards Holistic Real-life Audio Understanding

New Avenues in Opinion Mining and Sentiment Analysis

New avenues in knowledge bases for natural language processing

Online Personalisation of Deep Mobile Activity Recognisers

Personalized machine learning for robot perception of affect and engagement in autism therapy

Rethinking Auditory Affective Descriptors Through Zero-Shot Emotion Recognition in Speech

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

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

Snore sound recognition: On wavelets and classifiers from deep nets to kernels

Snore-GANs: Improving Automatic Snore Sound Classification With Synthesized Data

Snoring - An Acoustic Definition

Snoring classified: The Munich-Passau Snore Sound Corpus

Speech Denoising and Compensation for Hearing Aids Using an FTCRN-Based Metric GAN

Statistical Approaches to Concept-Level Sentiment Analysis

The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share &amp; Requests

The ASC-Inclusion Perceptual Serious Gaming Platform for Autistic Children

The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation

The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition

Will Affective Computing Emerge From Foundation Models and General Artificial Intelligence? A First Evaluation of ChatGPT

The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests