Dominik Schiller
6 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
(12)
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Hot Topic Early Bird
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The Questioner
Venues
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Research topics
Keywords
convolutional neural network
(2)
prototype learning
(1)
prosody analysis
(1)
speaker embedding
(1)
speaker verification
(1)
audio classification
(1)
ensemble classification
(1)
recurrent neural network
(1)
deep neural network
(1)
feature engineering
(1)
latent space exploration
(1)
explainable artificial intelligence
(1)
speech generation
(1)
voice generation
(1)
paralinguistic recognition
(1)
bioacoustic classification
(1)
whale sound detection
(1)
feature masking
(1)
decision fusion
(1)
voice quality
(1)
Papers
VoiceMe: Personalized voice generation in TTS
Interspeech 2022
Analysis by Synthesis: Using an Expressive TTS Model as Feature Extractor for Paralinguistic Speech Classification
Interspeech 2021
Exploring Emotional Prototypes in a High Dimensional TTS Latent Space
Interspeech 2021
Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence
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