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Shlomo Dubnov

  1. Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation
    2022/11/12 by Yusong Wu, Wu, Yusong, Ke Chen +11 · 1 voice · 275 citations
    Computer Science · Engineering · #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 #cs.SD #eess.AS #electronic engineering #information engineering
  2. HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection
    2022/02/02 by Ke Chen, Xingjian Du, Chen, Ke +9 · 45 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #cs.AI #cs.IR #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering
  3. MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies
    2023/08/03 by Ke Chen, Chen, Ke, Yusong Wu +9 · 29 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #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) #Speech and Audio Processing #electronic engineering #information engineering
  4. Universal Source Separation with Weakly Labelled Data
    2023/05/11 by Qiuqiang Kong, Ke Chen, Kong, Qiuqiang +11 · 12 citations
    Computer Science · #Speech and Audio Processing #Music and Audio Processing #Speech Recognition and Synthesis
  5. Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data
    2021/12/15 by Ke Chen, Xingjian Du, Chen, Ke +9 · 9 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #cs.AI #cs.LG #cs.MM #cs.SD #eess.AS #electronic engineering #information engineering
  6. Universal Adversarial Perturbations for Speech Recognition Systems
    2019/05/09 by Paarth Neekhara, Shehzeen Hussain, Neekhara, Paarth +9 · 7 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) #Sound (cs.SD) #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering #stat.ML
  7. WaveGuard: Understanding and Mitigating Audio Adversarial Examples
    2021/03/04 by Shehzeen Hussain, Paarth Neekhara, Hussain, Shehzeen +7 · 5 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #cs.CR #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering
  8. Multitrack Music Transformer
    2022/07/14 by Hao‐Wen Dong, Ke Chen, Dong, Hao-Wen +7 · 6 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
  9. Using machine-learning methods for musical style modeling
    2003/10/01 by Shlomo Dubnov, Gérard Assayag, Olivier Lartillot +1 · 3 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Algorithms and Data Compression
  10. Cross-modal Adversarial Reprogramming
    2021/02/15 by Paarth Neekhara, Neekhara, Paarth, Shehzeen Hussain +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
  11. Generating Symbolic Music from Natural Language Prompts using an LLM-Enhanced Dataset
    2023/12/31 by Weihan Xu, Xu, Weihan, Taylor Berg-Kirkpatrick +5 · 5 citations
    Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  12. SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
    2023/10/14 by Paarth Neekhara, Shehzeen Hussain, Neekhara, Paarth +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  13. Multi-Track MusicLDM: Towards Versatile Music Generation with Latent Diffusion Model
    2024/09/04 by Tornike Karchkhadze, Karchkhadze, Tornike, Mohammad Izadi +7 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  14. Using Factor Oracles for Machine Improvisation
    2004/08/19 by G. Assayag, Gérard Assayag, S. Dubnov +1 · 2 citations
    Computer Science · #Algorithms and Data Compression #Music Technology and Sound Studies #Music and Audio Processing
  15. TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music
    2022/02/02 by Ke Chen, Shuai Yu, Chen, Ke +9 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Sound (cs.SD) #cs.AI #cs.LG #cs.MM #cs.SD #eess.AS #electronic engineering #information engineering
  16. Expressive Neural Voice Cloning
    2021/01/30 by Paarth Neekhara, Neekhara, Paarth, Shehzeen Hussain +7 · 2 citations
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #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 #cs.LG #cs.SD #eess.AS #electronic engineering #information engineering
  17. Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation
    2024/08/28 by Ke Chen, Chen, Ke, Jiaqi Su +7 · 2 citations
    Computer Science · Engineering · #Acoustic Wave Phenomena Research #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  18. Audio Oracle Analysis of Musical Information Rate
    2011/09/01 by Shlomo Dubnov, Gérard Assayag, Arshia Cont · 1 citation
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
  19. Gestalt phenomena in musical texture
    1997/01/01 by Dalia Cohen, Shlomo Dubnov · 1 citation
    Computer Science · Neuroscience · #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception
  20. Stylistic randomness: about composing NTrope Suite
    1999/06/01 by Shlomo Dubnov · 1 citation
    Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
  21. On the Information Geometry of Audio Streams With Applications to Similarity Computing
    2010/08/18 by Arshia Cont, Shlomo Dubnov, Gérard Assayag · 1 citation
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Time Series Analysis and Forecasting