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RWTH Aachen University
Machine Learning and Human Language Technology Group
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21 authors · 64 authorships ·
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19
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Hermann Ney
RWTH Aachen University
Computer Science
47.7k
citations
92
h-index
125
Aachen papers
▲
Ralf Schlüter
RWTH Aachen University
Computer Science
9.86k
citations
43
h-index
69
Aachen papers
▲
Jingjing Xu
Nanjing Tech University
·
Nanjing University of Information Science and Technology
Energy
6.63k
citations
44
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7
Aachen papers
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Simon Berger
University of Zurich
Biochemistry, Genetics and Molecular Biology
6.09k
citations
24
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8
Aachen papers
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Albert Zeyer
RWTH Aachen University
Computer Science
1.55k
citations
18
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21
Aachen papers
▲
Zijian Győző Yang
ELTE Research Centre for Linguistics
·
Hungarian Research Network
Computer Science
281
citations
10
h-index
13
Aachen papers
▲
Eugen Beck
Computer Science
173
citations
8
h-index
5
Aachen papers
▲
Nick Rossenbach
RWTH Aachen University
Computer Science
153
citations
4
h-index
8
Aachen papers
▲
Mohammad Zeineldeen
RWTH Aachen University
Computer Science
131
citations
7
h-index
25
Aachen papers
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Zijian Yang
University of Shanghai for Science and Technology
·
Hokkaido University
Biochemistry, Genetics and Molecular Biology
127
citations
5
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9
Aachen papers
▲
David Thulke
RWTH Aachen University
Computer Science
74
citations
4
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27
Aachen papers
▲
Tina Raissi
RWTH Aachen University
·
Aalto University
Computer Science
64
citations
4
h-index
16
Aachen papers
▲
Peter Vieting
RWTH Aachen University
Computer Science
22
citations
3
h-index
7
Aachen papers
▲
Benedikt Hilmes
Computer Science
12
citations
3
h-index
3
Aachen papers
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Robin Schmitt
RWTH Aachen University
Computer Science
10
citations
1
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5
Aachen papers
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Vahe Eminyan
RWTH Aachen University
Engineering
2
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1
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2
Aachen papers
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Davyd Naveriani
RWTH Aachen University
Computer Science
0
citations
0
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1
Aachen papers
▲
Tim Posielek
RWTH Aachen University
Computer Science
0
citations
0
h-index
1
Aachen papers
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Haoran Zhang
RWTH Aachen University
Computer Science
0
citations
0
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1
Aachen papers
19 results
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21
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Open access
Combining TF-GridNet And Mixture Encoder For Continuous Speech Separation For Meeting Transcription
2024
IEEE Spoken Language Technology Workshop (SLT)
conference-paper
Computer Science
Speech and Audio Processing
Open access
2
citations
Right Label Context in End-to-End Training of Time-Synchronous ASR Models
2025
IEEE International Conference on Acoustics Speech and Signal Processing
conference-paper
Computer Science
Speech Recognition and Synthesis
1
citations
Classification Error Bound for Low Bayes Error Conditions in Machine Learning
2025
IEEE International Conference on Acoustics Speech and Signal Processing
conference-paper
Computer Science
Speech Recognition and Synthesis
1
citations
Refined Statistical Bounds for Classification Error Mismatches with Constrained Bayes Error
2024
IEEE Information Theory Workshop (ITW)
conference-paper
Computer Science
Machine Learning and Data Classification
1
citations
Medical Spoken Named Entity Recognition
2025
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)
conference-paper
Biochemistry, Genetics and Molecular Biology
Biomedical Text Mining and Ontologies
Open access
1
citations
Medical Spoken Named Entity Recognition
2024
arXiv (Cornell University)
preprint
Computer Science
Topic Modeling
Open access
0
citations
Investigating the Effect of Label Topology and Training Criterion on ASR Performance and Alignment Quality
2024
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Dynamic Encoder Size Based on Data-Driven Layer-wise Pruning for Speech Recognition
2024
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization
2024
arXiv (Cornell University)
preprint
Computer Science
Topic Modeling
Open access
0
citations
Right Label Context in End-to-End Training of Time-Synchronous ASR Models
2025
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Efficient Supernet Training with Orthogonal Softmax for Scalable ASR Model Compression
2025
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Efficient Supernet Training with Orthogonal Softmax for Scalable ASR Model Compression
2025
IEEE International Conference on Acoustics Speech and Signal Processing
conference-paper
Computer Science
Speech Recognition and Synthesis
0
citations
Unified Learnable 2D Convolutional Feature Extraction for ASR
2025
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
LLMs and Speech: Integration vs. Combination
2026
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Analysis of Domain Shift across ASR Architectures via TTS-Enabled Separation of Target Domain and Acoustic Conditions
2025
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
conference-paper
Computer Science
Speech Recognition and Synthesis
0
citations
Diffusion Language Models for Speech Recognition
2026
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Text-Utilization for Encoder-dominated Speech Recognition Models
2026
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Positional Encoding in the Context of Memristor-Based Analog Computation for Automatic Speech Recognition
2026
arXiv (Cornell University)
preprint
Engineering
Advanced Memory and Neural Computing
Open access
0
citations
Enhancing BEST-RQ Pseudo-Label Quality through Online Refinement for Automatic Speech Recognition
2026
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Revisiting the Relation Between Language Model Perplexity and ASR Word Error Rate for Modern End-to-End Speech Recognition
2026
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
1–20 of 21
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