Johannes Wagner
4 papers · 2017–2022 · 1 venue · across top CS/AI venues
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Achievements
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Venues
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Research topics
Keywords
speech emotion recognition
(2)
speech enhancement
(1)
linguistic knowledge
(1)
probing analysis
(1)
signal-to-noise ratio
(1)
audio classification
(1)
noise robustness
(1)
convolutional neural network
(1)
recurrent neural network
(1)
deep neural network
(1)
feature engineering
(1)
self-supervised pretraining
(1)
deep residual network
(1)
paralinguistic recognition
(1)
valence prediction
(1)
decision fusion
(1)
voice quality
(1)
phoneme analysis
(1)
transformer model
(1)
health detection
(1)
Papers
Probing speech emotion recognition transformers for linguistic knowledge
Interspeech 2022
Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement
Interspeech 2019
Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant?
Interspeech 2018
Infected Phonemes: How a Cold Impairs Speech on a Phonetic Level
Interspeech 2017