Eugen Beck
10 papers · 2017–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
🧬
Topic Evolution
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Speech & Audio
(8)
Recognition
(8)
Machine Learning
(6)
Deep Learning
(5)
Architectures
(4)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Applications
(1)
Core AI
(1)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
automatic speech recognition
(5)
bidirectional lstm
(2)
connectionist temporal classification
(2)
language model
(2)
hidden markov model
(2)
neural network
(2)
word error rate
(2)
acoustic modeling
(1)
neural network optimization
(1)
speech recognition
(1)
acoustic model
(1)
phoneme recognition
(1)
deep neural network
(1)
sequence-to-sequence model
(1)
dynamic time warping
(1)
conditional random field
(1)
layer-wise pruning
(1)
end-to-end training
(1)
model pruning
(1)
neural architecture search
(1)
Papers
Dynamic Acoustic Model Architecture Optimization in Training for ASR
Interspeech 2025
Dynamic Encoder Size Based on Data-Driven Layer-wise Pruning for Speech Recognition
Interspeech 2024
RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition
Interspeech 2023
Context-Dependent Acoustic Modeling Without Explicit Phone Clustering
Interspeech 2020
LVCSR with Transformer Language Models
Interspeech 2020
Rescoring Keyword Search Confidence Estimates with Graph-Based Re-Ranking Using Acoustic Word Embeddings
Interspeech 2019
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention
Interspeech 2019
Segmental Encoder-Decoder Models for Large Vocabulary Automatic Speech Recognition
Interspeech 2018
Sisyphus, a Workflow Manager Designed for Machine Translation and Automatic Speech Recognition
EMNLP 2018
CTC in the Context of Generalized Full-Sum HMM Training
Interspeech 2017