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Joshua D. Reiss

  1. Style Transfer of Audio Effects with Differentiable Signal Processing
    2022/07/18 by Christian J. Steinmetz, Nicholas J. Bryan, Steinmetz, Christian J. +3 · 14 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
  2. General Purpose Audio Effect Removal
    2023/08/30 by Matthew Rice, Rice, Matthew, Christian J. Steinmetz +5 · 1 voice · 5 citations
    Computer Science · Engineering · #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 #cs.SD #eess.AS #electronic engineering #information engineering
  3. Efficient neural networks for real-time modeling of analog dynamic range compression
    2021/02/11 by Christian J. Steinmetz, Joshua D. Reiss, Steinmetz, Christian J. +1 · 8 citations
    Computer Science · Engineering · Neuroscience · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Sound (cs.SD) #Speech and Audio Processing #Structural Health Monitoring Techniques #electronic engineering #information engineering
  4. SyncFusion: Multimodal Onset-synchronized Video-to-Audio Foley Synthesis
    2023/10/23 by Marco Comunità, Riccardo Fosco Gramaccioni, Comunità, Marco +9 · 9 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Video Analysis and Summarization #electronic engineering #information engineering
  5. Diff-MST: Differentiable Mixing Style Transfer
    2024/07/11 by Soumya Sai Vanka, Christian J. Steinmetz, Vanka, Soumya Sai +7 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Music and Audio Processing
  6. ST-ITO: Controlling Audio Effects for Style Transfer with Inference-Time Optimization
    2024/10/28 by Christian J. Steinmetz, Steinmetz, Christian J., Shubhr Singh +11 · 10 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
  7. Modulation Extraction for LFO-driven Audio Effects
    2023/05/22 by Christopher Mitcheltree, Christian J. Steinmetz, Mitcheltree, Christopher +5 · 6 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  8. 1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem
    2024/05/30 by Mingjie Chen, Chen, Mingjie, H.L. Zhang +25 · 7 citations
    Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Vehicle License Plate Recognition #electronic engineering #information engineering
  9. Differentiable All-pole Filters for Time-varying Audio Systems
    2024/04/11 by Chin-Yun Yu, Yu, Chin-Yun, Christopher Mitcheltree +9 · 8 citations
    Computer Science · Engineering · #Speech and Audio Processing #Acoustic Wave Phenomena Research #Music and Audio Processing
  10. Direct design of biquad filter cascades with deep learning by sampling random polynomials
    2021/10/07 by Joseph T. Colonel, Christian J. Steinmetz, Colonel, Joseph T. +5 · 2 citations
    Computer Science · Engineering · #Acoustic Wave Phenomena Research #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  11. High-Fidelity Noise Reduction with Differentiable Signal Processing
    2023/10/17 by Christian J. Steinmetz, Thomas Walther, Steinmetz, Christian J. +3 · 3 citations
    Computer Science · Engineering · Neuroscience · #Acoustic Wave Phenomena Research #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  12. Differentiable Black-box and Gray-box Modeling of Nonlinear Audio Effects
    2025/02/20 by Marco Comunità, Christian J. Steinmetz, Comunità, Marco +3 · 6 citations
    Computer Science · Engineering · #Acoustic Wave Phenomena Research #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Sound (cs.SD) #electronic engineering #information engineering
  13. Modeling of nonlinear audio effects with end-to-end deep neural networks
    2018/10/15 by Marco A. Martínez Ramírez, Ramirez, Marco A. Martínez, Joshua D. Reiss +1 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Signal Processing (eess.SP) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  14. WaveBeat: End-to-end beat and downbeat tracking in the time domain
    2021/10/04 by Christian J. Steinmetz, Joshua D. Reiss, Steinmetz, Christian J. +1 · 1 citation
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Music Technology and Sound Studies
  15. cross-modal fusion techniques for utterance-level emotion recognition from text and speech
    2023/02/05 by Jiachen Luo, Luo, Jiachen, Huy P. Phan +3 · 1 citation
    Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  16. FolAI: Synchronized Foley Sound Generation with Semantic and Temporal Alignment
    2024/12/19 by Riccardo Fosco Gramaccioni, C. Marinoni, Gramaccioni, Riccardo Fosco +11 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Sound (cs.SD) #electronic engineering #information engineering
  17. Exploring trends in audio mixes and masters: Insights from a dataset analysis
    2024/12/04 by Angeliki Mourgela, Elio Quinton, Mourgela, Angeliki +7 · 2 citations
    Arts and Humanities · #Diverse Musicological Studies
  18. A Generative Model for Natural Sounds Based on Latent Force Modelling
    2018/02/02 by William J. Wilkinson, Joshua D. Reiss, Wilkinson, William J. +3 · 1 voice
    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) #Sound (cs.SD) #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering #stat.ML
  19. Visual-based spatial audio generation system for multi-speaker environments
    2025/02/11 by Xiaojing Liu, Liu, Xiaojing, Ogulcan Gurelli +5 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  20. Modulation Discovery with Differentiable Digital Signal Processing
    2025/10/07 by Christopher Mitcheltree, Hao Hao Tan, Mitcheltree, Christopher +4 · 1 voice · 1 citation
    Computer Science · Engineering · #Blind Source Separation Techniques #Wireless Signal Modulation Classification #cs.LG #cs.SD #eess.AS
  21. Simulation-Based Plate-Reverb Parameter Estimation from a Single Impulse Response
    2026/08/01 by Minhui Lu, Joshua D. Reiss
    Engineering · Computer Science · #eess.AS #cs.LG
  22. Band-Count Dense Modal Estimation with Fixed-Frequency Differentiable Resonator Refinement
    2026/08/01 by Minhui Lu, Joshua D. Reiss
    Engineering · Computer Science · #eess.AS #cs.LG