Lukas Drude
8 papers · 2016–2023 · 1 venue · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird 𧬠Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(51)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
Venues
Top co-authors
Research topics
Speech & Audio
(8)
Deep Learning
(6)
Machine Learning
(6)
Architectures
(4)
Recognition
(4)
Synthesis
(4)
Application Areas
(3)
Learning Types Β· Deep Learning
(3)
Techniques
(3)
Analysis
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Keywords
speech recognition
(3)
speech enhancement
(3)
word error rate
(2)
acoustic beamforming
(2)
automatic speech recognition
(2)
unsupervised learning
(2)
neural beamforming
(2)
source separation
(2)
deep neural network
(1)
hidden markov model
(1)
attention mechanism
(1)
gaussian mixture model
(1)
blind source separation
(1)
variational autoencoder
(1)
conformer model
(1)
deep clustering
(1)
far-field speech
(1)
end-to-end model
(1)
short-time fourier transform
(1)
expectation maximization
(1)
Papers
Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition
Interspeech 2023
Multi-Channel Opus Compression for Far-Field Automatic Speech Recognition with a Fixed Bitrate Budget
Interspeech 2021
Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR
Interspeech 2020
Unsupervised Training of Neural Mask-Based Beamforming
Interspeech 2019
Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation
Interspeech 2018
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery
Interspeech 2017
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings
Interspeech 2017
On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement
Interspeech 2016