Christian Bergler
10 papers · 2019–2025 · 1 venue · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) 𧬠Topic Evolution
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Mega-Team Β· Squad
ποΈ
Keyword Collector
(51)
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Century Club Β· Bronze
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Learning Types Β· Machine Learning
(8)
Deep Learning
(7)
Speech & Audio
(7)
Core Methods
(5)
Analysis
(4)
Synthesis
(4)
Learning Types Β· Deep Learning
(3)
Models
(3)
Artificial Intelligence
(2)
Architectures
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Keywords
computational paralinguistics
(3)
killer whale
(3)
generative adversarial network
(2)
deep denoising
(2)
deep representation learning
(2)
representation learning
(2)
bioacoustic signal
(2)
anomaly detection
(1)
deep learning
(1)
transfer learning
(1)
emotion recognition
(1)
speech analysis
(1)
class imbalance
(1)
speech classification
(1)
speech synthesis
(1)
spectral clustering
(1)
deep neural network
(1)
autoregressive model
(1)
data augmentation
(1)
multivariate time series
(1)
Papers
PredTrAD β Prediction-based Transformer for Anomaly Detection in Multivariate Time Series Data
Interspeech 2025
ANIMAL-CLEAN β A Deep Denoising Toolkit for Animal-Independent Signal Enhancement
Interspeech 2024
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning
Interspeech 2022
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification
Interspeech 2021
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
Interspeech 2021
ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication
Interspeech 2020
The INTERSPEECH 2020 Computational Paralinguistics Challenge: Elderly Emotion, Breathing & Masks
Interspeech 2020
Analysis by Adversarial Synthesis β A Novel Approach for Speech Vocoding
Interspeech 2019
Deep Learning for Orca Call Type Identification β A Fully Unsupervised Approach
Interspeech 2019
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity
Interspeech 2019