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Reinhold Haeb‐Umbach

  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 · 10 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 · 7 citations
    Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Music and Audio Processing
  3. Far-Field Automatic Speech Recognition
    2020/09/09 by Reinhold Haeb‐Umbach, Reinhold Haeb-Umbach, Jahn Heymann +4 · 8 citations
    Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Music and Audio Processing
  4. 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, Reinhold Haeb‐Umbach, Ebbers, Janek +1 · 4 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
  5. Threshold Independent Evaluation of Sound Event Detection Scores
    2022/01/31 by Janek Ebbers, Ebbers, Janek, Reinhold Haeb‐Umbach +2 · 4 citations
    Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  6. Far-Field Automatic Speech Recognition
    2020/09/20 by Reinhold Haeb‐Umbach, Haeb-Umbach, Reinhold, Jahn Heymann +9 · 3 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
  7. 30+ Years of Source Separation Research: Achievements and Future Challenges
    2025/01/21 by Shoko Araki, Araki, Shoko, Nobutaka Ito +9 · 6 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
  8. On Synchronization of Wireless Acoustic Sensor Networks in the Presence of Time-varying Sampling Rate Offsets and Speaker Changes
    2021/10/25 by Tobias Gburrek, Gburrek, Tobias, Joerg Schmalenstroeer +3 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  9. Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR
    2019/05/29 by Naoyuki Kanda, Christoph Boeddeker, Kanda, Naoyuki +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
  10. Unsupervised training of a deep clustering model for multichannel blind\n source separation
    2019/04/02 by Lukas Drude, Drude, Lukas, Daniel Hasenklever +3 · 1 citation
    Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Signal Processing (eess.SP) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  11. 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
  12. A Comparison and Combination of Unsupervised Blind Source Separation Techniques
    2021/06/10 by Boeddeker, Christoph, Frederik Rautenberg, 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
  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. Speech Synthesis along Perceptual Voice Quality Dimensions
    2025/01/15 by Frederik Rautenberg, Rautenberg, Frederik, Michael Kuhlmann +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