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Ralf Schlüter

  1. RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks
    2016/08/02 by Patrick Doetsch, Doetsch, Patrick, Albert Zeyer +9 · 1 voice · 4 citations
    Computer Science · #Neural Networks and Applications #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG #cs.NE
  2. Librispeech Transducer Model with Internal Language Model Prior Correction
    2021/04/07 by Albert Zeyer, Zeyer, Albert, André Merboldt +7 · 6 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #cs.AI #cs.CL #stat.ML
  3. Why does CTC result in peaky behavior?
    2021/05/31 by Albert Zeyer, Zeyer, Albert, Ralf Schlüter +3 · 6 citations
    Computer Science · Engineering · Mathematics · Medicine · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Epilepsy research and treatment #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Statistics Theory (math.ST) #cs.AI #cs.CL #cs.LG #cs.NE #cs.SD #eess.AS #electronic engineering #information engineering #math.ST #stat.TH
  4. Investigating Methods to Improve Language Model Integration for Attention-based Encoder-Decoder ASR Models
    2021/04/12 by Mohammad Zeineldeen, Zeineldeen, Mohammad, Aleksandr Glushko +9 · 6 citations
    Computer Science · Engineering · Mathematics · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.SD #eess.AS #electronic engineering #information engineering #stat.ML
  5. Conformer-based Hybrid ASR System for Switchboard Dataset
    2021/11/05 by Mohammad Zeineldeen, Jingjing Xu, Zeineldeen, Mohammad +11 · 3 citations
    Computer Science · Engineering · Mathematics · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis #cs.CL #eess.AS #electronic engineering #information engineering #stat.ML
  6. On Language Model Integration for RNN Transducer based Speech Recognition
    2021/10/13 by Wei Zhou, Zhou, Wei, Zuoyun Zheng +5 · 4 citations
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and Audio Processing #cs.CL #eess.AS #electronic engineering #information engineering
  7. Improving the Training Recipe for a Robust Conformer-based Hybrid Model
    2022/06/26 by Mohammad Zeineldeen, Zeineldeen, Mohammad, Jingjing Xu +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  8. Comparative Analysis of the wav2vec 2.0 Feature Extractor
    2023/08/08 by Peter Vieting, Vieting, Peter, Ralf Schlüter +3 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  9. The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech
    2021/04/17 by Yu Qiao, Qiao, Yu, Wei Zhou +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  10. LSTM Language Models for LVCSR in First-Pass Decoding and Lattice-Rescoring
    2019/07/01 by Eugen Beck, Wei Zhou, Beck, Eugen +5 · 3 citations
    Computer Science · Engineering · Mathematics · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering #stat.ML
  11. The RWTH ASR System for TED-LIUM Release 2: Improving Hybrid HMM with SpecAugment
    2020/04/02 by Wei Zhou, Wilfried Michel, Zhou, Wei +9 · 1 citation
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #cs.SD #eess.AS #electronic engineering #information engineering
  12. Monotonic segmental attention for automatic speech recognition
    2022/10/26 by Albert Zeyer, Robin Schmitt, Zeyer, Albert +7 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  13. Mixture Encoder for Joint Speech Separation and Recognition
    2023/06/21 by Simon Berger, Peter Vieting, Berger, Simon +7 · 2 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  14. On Architectures and Training for Raw Waveform Feature Extraction in ASR
    2021/04/09 by Peter Vieting, Christoph Lüscher, Vieting, Peter +7 · 2 citations
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #cs.CL #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering
  15. Efficient Utilization of Large Pre-Trained Models for Low Resource ASR
    2022/10/26 by Peter Vieting, Vieting, Peter, Christoph Lüscher +7 · 1 citation
    Computer Science · Psychology · #Speech Recognition and Synthesis #Speech and Audio Processing #Phonetics and Phonology Research
  16. Early Stage LM Integration Using Local and Global Log-Linear Combination
    2020/05/20 by Wilfried Michel, Ralf Schlüter, Michel, Wilfried +3 · 1 citation
    Computer Science · Engineering · Mathematics · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #cs.CL #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering #stat.ML
  17. Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition
    2020/10/30 by Wei Zhou, Zhou, Wei, Simon Berger +5 · 1 citation
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #cs.CL #eess.AS #electronic engineering #information engineering
  18. End-to-End Training of a Neural HMM with Label and Transition Probabilities
    2023/10/04 by Daniel Mann, Mann, Daniel, Tina Raissi +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Audio and Speech Processing (eess.AS) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Sound (cs.SD) #electronic engineering #information engineering
  19. Language Modeling with Deep Transformers
    2019/05/31 by Kazuki Irie, Albert Zeyer, Ralf Schlüter +1 · 2 citations
    Computer Science · #cs.CL #cs.LG
  20. Label-Context-Dependent Internal Language Model Estimation for CTC
    2025/06/06 by Zijian Győző Yang, Yang, Zijian, Phan, Minh-Nghia +4 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Authorship Attribution and Profiling #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  21. A New Training Pipeline for an Improved Neural Transducer
    2020/05/31 by Albert Zeyer, André Merboldt, Ralf Schlüter +1 · 1 citation
    Computer Science · Engineering · Mathematics · #Acoustics #Algorithm #Artificial intelligence #Artificial neural network #Computer science #Cover (algebra) #Electrical engineering #Engineering #Natural Language Processing Techniques #Physics #Pipeline (software) #Speech Recognition and Synthesis #Topic Modeling #Topology (electrical circuits) #Transducer #cs.LG #cs.NE #eess.AS #stat.ML
  22. The Conformer Encoder May Reverse the Time Dimension
    2024/10/01 by Robin Schmitt, Albert Zeyer, Schmitt, Robin +7 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Sensor Technology and Measurement Systems #Sound (cs.SD) #electronic engineering #information engineering
  23. Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems
    2019/12/19 by Nick Rossenbach, Albert Zeyer, Rossenbach, Nick +5 · 1 citation
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #cs.CL #cs.LG #eess.AS #electronic engineering #information engineering