Manuel Milling
4 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Keywords
speech emotion recognition
(2)
uncertainty quantification
(1)
weakly supervised learning
(1)
data augmentation
(1)
speech processing
(1)
deep learning
(1)
hyperparameter tuning
(1)
out-of-distribution detection
(1)
prototypical network
(1)
emotion classification
(1)
label ambiguity
(1)
speech generation
(1)
emotional speech
(1)
valence arousal
(1)
faulty prediction
(1)
speech benchmark
(1)
audio augmentation
(1)
fau-aibo dataset
(1)
emotional trajectories
(1)
benchmark evaluation
(1)
Papers
Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition
Interspeech 2024
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition
Interspeech 2024
Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning
ACL 2024
A Prototypical Network Approach for Evaluating Generated Emotional Speech
Interspeech 2021