Snore Sound Classification Using Image-Based Deep Spectrum Features

Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, +5

MusicEngineeringMachine LearningVarious TypesAcoustic Modeling +16

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

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

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

Multimodal Bag-of-Words for Cross Domains Sentiment Analysis

Nicholas Cummins, Shahin Amiriparian, Sandra Ottl, +3

EngineeringMultimodal Sentiment AnalysisCorpus LinguisticsSentiment AnalysisText Mining +15

Sentiment analysis using image-based deep spectrum features

Shahin Amiriparian, Nicholas Cummins, Sandra Ottl, +2

EngineeringMachine LearningMultimedia AnalysisSpoken Language ProcessingMultimodal Sentiment Analysis +15

Automatic Classification of Autistic Child Vocalisations: A Novel Database and Results

Alice Baird, Shahin Amiriparian, Nicholas Cummins, +6

Speech SciencesMachine LearningEngineeringSpeech Sound DisorderAutism Severity +25

motilitAI: A machine learning framework for automatic prediction of human sperm motility

Sandra Ottl, Shahin Amiriparian, Maurice Gerczuk, +1

iScience

Personalised depression forecasting using mobile sensor data and ecological momentary assessment

Alexander Kathan, Mathias Harrer, Ludwig Küster, +10

Frontiers in Digital Health

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

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

arXiv (Cornell University)

EngineeringMachine LearningCovid-19 CoughSpoken Language ProcessingCommunication +24

An ‘End-to-Evolution’ Hybrid Approach for Snore Sound Classification

Michael Freitag, Shahin Amiriparian, Nicholas Cummins, +2

MusicConvolutional Neural NetworkEngineeringMachine LearningSnore Sound Classification +17