Snore Sound Classification Using Image-Based Deep Spectrum Features

Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, +5

MusicEngineeringMachine LearningVarious TypesAcoustic Modeling +16

An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech

Nicholas Cummins, Shahin Amiriparian, Gerhard Hagerer, +3

EngineeringMachine LearningBiometricsSpeech RecognitionImage Analysis +18

auDeep: Unsupervised Learning of Representations from Audio with Deep\n Recurrent Neural Networks

Michael Freitag, Shahin Amiriparian, Sergey Pugachevskiy, +2

arXiv (Cornell University)

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

Björn W. Schuller, Stefan Steidl, Anton Batliner, +16

EngineeringMachine LearningSpoken Language ProcessingCommunicationMultimodal Sentiment Analysis +26

The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates

Björn W. Schuller, Anton Batliner, Christian Bergler, +21

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

Björn W. Schuller, Anton Batliner, Christian Bergler, +10

EngineeringMachine LearningInterspeech 2020Spoken Language ProcessingCommunication +27

EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition

Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, +1

IEEE Transactions on Affective Computing

EngineeringMachine LearningSpeech CorpusTransfer Learning FrameworkSpoken Language Processing +20

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

Björn W. Schuller, Anton Batliner, Christian Bergler, +15

Speech CorpusSpoken Language ProcessingContinuous SleepinessInterspeech 2019Phonology +22

Multimodal Bag-of-Words for Cross Domains Sentiment Analysis

Nicholas Cummins, Shahin Amiriparian, Sandra Ottl, +3

EngineeringMultimodal Sentiment AnalysisCorpus LinguisticsSentiment AnalysisText Mining +15

COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition

Mani Kumar Tellamekala, Shahin Amiriparian, Björn W. Schuller, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningBiometricsMultimodal LearningMultimodal Sentiment Analysis +20