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Haeb-Umbach, Reinhold

  1. SMS-WSJ: Database, performance measures, and baseline recipe for multi-channel source separation and recognition
    2019/10/30 by Lukas Drude, Drude, Lukas, Jens Heitkaemper +5 · 8 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Blind Source Separation Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  2. SA-SDR: A novel loss function for separation of meeting style data
    2021/10/29 by Thilo von Neumann, Keisuke Kinoshita, von Neumann, Thilo +7 · 6 citations
    Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Music and Audio Processing
  3. MeetEval: A Toolkit for Computation of Word Error Rates for Meeting Transcription Systems
    2023/07/21 by von Neumann, Thilo, Boeddeker, Christoph, Delcroix, Marc +1 · 8 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  4. Threshold Independent Evaluation of Sound Event Detection Scores
    2022/01/31 by Ebbers, Janek, Serizel, Romain, Haeb-Umbach, Reinhold · 4 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  5. Forward-Backward Convolutional Recurrent Neural Networks and\n Tag-Conditioned Convolutional Neural Networks for Weakly Labeled\n Semi-supervised Sound Event Detection
    2021/03/11 by Janek Ebbers, Ebbers, Janek, Reinhold Haeb‐Umbach +1 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  6. 30+ Years of Source Separation Research: Achievements and Future Challenges
    2025/01/21 by Shoko Araki, Nobutaka Ito, Araki, Shoko +9 · 5 citations
    Engineering · #Audio and Speech Processing (eess.AS) #Drilling and Well Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #Hydraulic Fracturing and Reservoir Analysis #Microfluidic and Capillary Electrophoresis Applications #Signal Processing (eess.SP) #Sound (cs.SD) #electronic engineering #information engineering
  7. Far-Field Automatic Speech Recognition
    2020/09/20 by Reinhold Haeb‐Umbach, Jahn Heymann, Haeb-Umbach, Reinhold +9 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  8. Meeting Recognition with Continuous Speech Separation and Transcription-Supported Diarization
    2023/09/28 by von Neumann, Thilo, Boeddeker, Christoph, Cord-Landwehr, Tobias +2 · 4 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  9. Unsupervised training of neural mask-based beamforming
    2019/04/02 by Drude, Lukas, Heymann, Jahn, Haeb-Umbach, Reinhold · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD)
  10. An Investigation into the Effectiveness of Enhancement in ASR Training and Test for CHiME-5 Dinner Party Transcription
    2019/09/26 by Zorila, Catalin, Boeddeker, Christoph, Doddipatla, Rama +1 · 1 citation
    #68T10 #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #electronic engineering #information engineering
  11. Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR
    2019/05/29 by Naoyuki Kanda, Kanda, Naoyuki, Christoph Boeddeker +11 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  12. Demystifying TasNet: A Dissecting Approach
    2019/11/20 by Heitkaemper, Jens, Jakobeit, Darius, Boeddeker, Christoph +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  13. Once more Diarization: Improving meeting transcription systems through segment-level speaker reassignment
    2024/06/05 by Christoph Boeddeker, Tobias Cord-Landwehr, Boeddeker, Christoph +3 · 3 citations
    Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques
  14. A Comparison and Combination of Unsupervised Blind Source Separation Techniques
    2021/06/10 by Frederik Rautenberg, Boeddeker, Christoph, Reinhold Haeb‐Umbach +2 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  15. Mixture Encoder for Joint Speech Separation and Recognition
    2023/06/21 by Simon Berger, Berger, Simon, Peter Vieting +7 · 2 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  16. Speech Synthesis along Perceptual Voice Quality Dimensions
    2025/01/15 by Frederik Rautenberg, Michael Kuhlmann, Rautenberg, Frederik +9 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  17. Frame-wise and overlap-robust speaker embeddings for meeting diarization
    2023/06/01 by Cord-Landwehr, Tobias, Boeddeker, Christoph, Zorilă, Cătălin +2 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering
  18. Monaural source separation: From anechoic to reverberant environments
    2021/11/15 by Cord-Landwehr, Tobias, Boeddeker, Christoph, von Neumann, Thilo +3 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  19. Simultaneous Diarization and Separation of Meetings through the Integration of Statistical Mixture Models
    2024/10/28 by Cord-Landwehr, Tobias, Boeddeker, Christoph, Haeb-Umbach, Reinhold · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #electronic engineering #information engineering