Florian Eyben

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Multistage linguistic conditioning of convolutional layers for speech emotion recognition.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

Testing Speech Emotion Recognition Machine Learning Models.

[BibT_eX]

[DOI]

CoRR, 2023

Going Retro: Astonishingly Simple Yet Effective Rule-based Prosody Modelling for Speech Synthesis Simulating Emotion Dimensions.

[BibT_eX]

[DOI]

CoRR, 2023

Speech-based Age and Gender Prediction with Transformers.

[BibT_eX]

[DOI]

CoRR, 2023

audb - Sharing and Versioning of Audio and Annotation Data in Python.

[BibT_eX]

[DOI]

CoRR, 2023

Masking Speech Contents by Random Splicing: is Emotional Expression Preserved?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Voice Analysis for Neurological Disorder Recognition-A Systematic Review and Perspective on Emerging Trends.

[BibT_eX]

[DOI]

Frontiers Digit. Health, 2022

A Comparative Cross Language View On Acted Databases Portraying Basic Emotions Utilising Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Nkululeko: A Tool For Rapid Speaker Characteristics Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Probing speech emotion recognition transformers for linguistic knowledge.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Speaking Corona? Human and Machine Recognition of COVID-19 from Voice.

[BibT_eX]

[DOI]

Pascal Hecker

Florian B. Pokorny

Katrin D. Bartl-Pokorny

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020

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

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

The voice of COVID-19: Acoustic correlates of infection.

[BibT_eX]

[DOI]

Katrin D. Bartl-Pokorny

Florian B. Pokorny

Anton Batliner

Shahin Amiriparian

Anastasia Semertzidou

CoRR, 2020

2019

Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge.

[BibT_eX]

[DOI]

Klaus R. Scherer

Mohamed Chetouani

Marcello Mortillaro

Comput. Speech Lang., 2019

On Laughter and Speech-Laugh, Based on Observations of Child-Robot Interaction.

[BibT_eX]

[DOI]

CoRR, 2019

2018

audEERING's approach to the One-Minute-Gradual Emotion Challenge.

[BibT_eX]

[DOI]

Hesam Sagha

CoRR, 2018

Emotion-Awareness for Intelligent Vehicle Assistants: A Research Agenda.

[BibT_eX]

[DOI]

Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for AI in Autonomous Systems, 2018

Robust Laughter Detection for Wearable Wellbeing Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Digital Health, 2018

2017

Enhancing LSTM RNN-Based Speech Overlap Detection by Artificially Mixed Data.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference Semantic Audio 2017, 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

"Did you laugh enough today?" - Deep Neural Networks for Mobile and Wearable Laughter Trackers.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Seeking the SuperStar: Automatic assessment of perceived singing quality.

[BibT_eX]

[DOI]

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

Automatic multi-lingual arousal detection from voice applied to real product testing applications.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Detecting Vocal Irony.

[BibT_eX]

[DOI]

Proceedings of the Language Technologies for the Challenges of the Digital Age, 2017

VoicePlay - An affective sports game operated by speech emotion recognition based on the component process model.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

Deep neural networks for anger detection from real life speech data.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

2016

The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing.

[BibT_eX]

[DOI]

Laurence Y. Devillers

Julien Epps

Petri Laukka

Khiet P. Truong

IEEE Trans. Affect. Comput., 2016

Real-Time Tracking of Speakers' Emotions, States, and Traits on Mobile Platforms.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

2015

Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Emotion in the singing voice - a deeperlook at acoustic features in the light ofautomatic classification.

[BibT_eX]

[DOI]

EURASIP J. Audio Speech Music. Process., 2015

A Survey on perceived speaker traits: Personality, likability, pathology, and the first challenge.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2015

Does my speech rock? automatic assessment of public speaking skills.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2015, 2015

Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Cross-corpus acoustic emotion recognition: Variances and strategies (Extended abstract).

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Building autonomous sensitive artificial listeners (Extended abstract).

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Context-sensitive learning for enhanced audiovisual emotion classification (Extended abstract).

[BibT_eX]

[DOI]

Angeliki Metallinou

Athanasios Katsamanis

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

iHEARu-PLAY: Introducing a game for crowdsourced data collection for affective computing.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

Real-time robust recognition of speakers' emotions and characteristics on mobile platforms.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014

Autoencoder-based Unsupervised Domain Adaptation for Speech Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2014

Medium-term speaker states - A review on intoxication, sleepiness and the first challenge.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2014

A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems.

[BibT_eX]

[DOI]

CoRR, 2014

AVEC 2014: 3D Dimensional Affect and Depression Recognition Challenge.

[BibT_eX]

[DOI]

Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014

Emotional Analysis of Music: A Comparison of Methods.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

The Munich Biovoice Corpus: Effects of Physical Exercising, Heart Rate, and Skin Conductance on Human Speech Production.

[BibT_eX]

[DOI]

Felix Friedmann

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

Audio onset detection: A wavelet packet based approach with recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Emotion Recognition in the Wild: Incorporating Voice and Lip Activity in Multimodal Decision-Level Fusion.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimodal Interaction, 2014

MAPTRAITS 2014: The First Audio/Visual Mapping Personality Traits Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2014 Workshop on Mapping Personality Traits Challenge and Workshop, 2014

MAPTRAITS 2014 - The First Audio/Visual Mapping Personality Traits Challenge - An Introduction: Perceived Personality and Social Dimensions.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimodal Interaction, 2014

On-line continuous-time music mood regression with deep recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Single-channel speech separation with memory-enhanced recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Multi-resolution linear prediction based features for audio onset detection with bidirectional LSTM neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

CCA based feature selection with application to continuous depression recognition from acoustic speech features.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

A frequency-weighted post-filtering transform for compensation of the over-smoothing effect in HMM-based speech synthesis.

[BibT_eX]

[DOI]

Yannis Agiomyrgiannakis

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework.

[BibT_eX]

[DOI]

Image Vis. Comput., 2013

Likability of human voices: A feature analysis and a neural network regression approach to automatic likability estimation.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

AVEC 2013: the continuous audio/visual emotion and depression recognition challenge.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge, 2013

Recent developments in openSMILE, the munich open-source multimedia feature extractor.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

The TUM Approach to the MediaEval Music Emotion Task Using Generic Affective Audio Features.

[BibT_eX]

[DOI]

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism.

[BibT_eX]

[DOI]

Stefan Steidl

Anton Batliner

Proceedings of the INTERSPEECH 2013, 2013

Detecting overlapping speech with long short-term memory recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

Using linguistic information to detect overlapping speech.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

Affect recognition in real-life acoustic conditions - a new perspective on feature selection.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

The acoustics of eye contact: detecting visual attention from conversational audio cues.

[BibT_eX]

[DOI]

Proceedings of the 6th workshop on Eye gaze in intelligent human machine interaction: gaze in multimodal interaction, 2013

Automatic recognition of physiological parameters in the human voice: Heart rate and skin conductance.

[BibT_eX]

[DOI]

Felix Friedmann

Proceedings of the IEEE International Conference on Acoustics, 2013

Real-life voice activity detection with LSTM Recurrent Neural Networks and an application to Hollywood movies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

A multitask approach to continuous five-dimensional affect sensing in natural speech.

[BibT_eX]

[DOI]

ACM Trans. Interact. Intell. Syst., 2012

Building Autonomous Sensitive Artificial Listeners.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2012

Context-Sensitive Learning for Enhanced Audiovisual Emotion Classification.

[BibT_eX]

[DOI]

Angeliki Metallinou

Athanasios Katsamanis

IEEE Trans. Affect. Comput., 2012

Real-Time Activity Detection in a Multi-Talker Reverberated Environment.

[BibT_eX]

[DOI]

Cogn. Comput., 2012

Violent Scenes Detection with Large, Brute-forced Acoustic and Visual Feature Sets.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Temporal and Situational Context Modeling for Improved Dominance Recognition in Meetings.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2012, 2012

The INTERSPEECH 2012 Speaker Trait Challenge.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2012, 2012

AVEC 2012: the continuous audio/visual emotion challenge.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2012

Preserving actual dynamic trend of emotion in dimensional speech emotion recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2012

Improving generalisation and robustness of acoustic affect recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimodal Interaction, 2012

Robust feature extraction for automatic recognition of vibrato singing in recorded polyphonic music.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Audiovisual vocal outburst classification in noisy acoustic conditions.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Unsupervised clustering of emotion and voice styles for expressive TTS.

[BibT_eX]

[DOI]

Sabine Buchholz

Norbert Braunschweiler

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Real-Time Speech Separation by Semi-supervised Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Fully Automatic Audiovisual Emotion Recognition: Voice, Words, and the Face.

[BibT_eX]

[DOI]

Proceedings of the 10th ITG Conference on Speech Communication, 2012

2011

Computational Assessment of Interest in Speech - Facing the Real-Life Challenge.

[BibT_eX]

[DOI]

Künstliche Intell., 2011

Semantic Speech Tagging: Towards Combined Analysis of Speaker Traits.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference Semantic Audio 2011, 2011

Interacting with Emotional Virtual Agents.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2011

Acoustic-Linguistic Recognition of Interest in Speech with Bottleneck-BLSTM Nets.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2011, 2011

A multi-stream ASR framework for BLSTM modeling of conversational speech.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Deep neural networks for acoustic emotion recognition: Raising the benchmarks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Syllabification of conversational speech using Bidirectional Long-Short-Term Memory Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Audiovisual classification of vocal outbursts in human conversation using Long-Short-Term Memory networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Come and have an emotional workout with sensitive artificial listeners!

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

String-based audiovisual fusion of behavioural events for the assessment of dimensional affect.

[BibT_eX]

[DOI]

Hatice Gunes

Maja Pantic

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

AVEC 2011-The First International Audio/Visual Emotion Challenge.

[BibT_eX]

[DOI]

Proceedings of the Affective Computing and Intelligent Interaction, 2011

2010

Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2010

Combining Long Short-Term Memory and Dynamic Bayesian Networks for Incremental Emotion-Sensitive Artificial Listening.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2010

On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues.

[BibT_eX]

[DOI]

J. Multimodal User Interfaces, 2010

Bidirectional LSTM Networks for Context-Sensitive Keyword Detection in a Cognitive Virtual Agent Framework.

[BibT_eX]

[DOI]

Cogn. Comput., 2010

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

[BibT_eX]

[DOI]

Adv. Hum. Comput. Interact., 2010

Opensmile: the munich versatile and fast open-source audio feature extractor.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

3d gesture recognition applying long short-term memory and contextual knowledge in a CAVE.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis, 2010

Vocalist Gender Recognition in Recorded Popular Music.

[BibT_eX]

[DOI]

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Universal Onset Detection with Bidirectional Long Short-Term Memory Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Long short-term memory networks for noise robust speech recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

Context-sensitive multimodal emotion recognition from speech and facial expression using bidirectional LSTM modeling.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

Recognition of spontaneous conversational speech using long short-term memory phoneme predictions.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

Emotion recognition using imperfect speech recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

Spoken term detection with Connectionist Temporal Classification: A novel hybrid CTC-DBN decoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Late fusion of individual engines for improved recognition of negative emotion in speech - learning vs. democratic vote.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Being bored? Recognising natural interest by extensive audiovisual integration for real-life application.

[BibT_eX]

[DOI]

Image Vis. Comput., 2009

A multidimensional dynamic time warping algorithm for efficient multimodal fusion of asynchronous data streams.

[BibT_eX]

[DOI]

Neurocomputing, 2009

Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture.

[BibT_eX]

[DOI]

Proceedings of the Advances in Nonlinear Speech Processing, 2009

Robust in-car spelling recognition - a tandem BLSTM-HMM approach.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2009, 2009

Data-driven clustering in emotional space for affect recognition using discriminatively trained LSTM networks.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2009, 2009

Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Robust vocabulary independent keyword spotting with graphical models.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

Acoustic emotion recognition: A benchmark comparison of performances.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

From speech to letters - using a novel neural network architecture for grapheme based ASR.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

A demonstration of audiovisual sensitive artificial listeners.

[BibT_eX]

[DOI]

Proceedings of the Affective Computing and Intelligent Interaction, 2009

OpenEAR - Introducing the munich open-source emotion and affect recognition toolkit.

[BibT_eX]

[DOI]

Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008

Tango or Waltz?: Putting Ballroom Dance Style into Tempo Detection.

[BibT_eX]

[DOI]

EURASIP J. Audio Speech Music. Process., 2008

Static and Dynamic Modelling for the Recognition of Non-verbal Vocalisations in Conversational Speech.

[BibT_eX]

[DOI]

Proceedings of the Perception in Multimodal Dialogue Systems, 2008

Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2008, 2008

Music Thumbnailing Incorporating Harmony- and Rhythm Structure.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Multimedia Retrieval. Identifying, 2008

2007

Wearable Assistance for the Ballroom-Dance Hobbyist - Holistic Rhythm Analysis and Dance-Style Classification.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Fast and Robust Meter and Tempo Recognition for the Automatic Discrimination of Ballroom Dance Styles.

[BibT_eX]

[DOI]