Joan Serrà

1. Overcoming catastrophic forgetting with hard attention to the task
   2018/01/04 by Joan Serrà, Serrà, Joan, Dídac Surís +5 · 48 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE)
2. INPUT COMPLEXITY AND OUT-OF-DISTRIBUTION DETECTION WITH LIKELIHOOD-BASED GENERATIVE MODELS
   2019/09/25 by Joan Serrà, Serrà, Joan, David Álvarez +9 · 11 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Blow: a single-scale hyperconditioned flow for non-parallel raw-audio\n voice conversion
   2019/06/03 by Joan Serrà, Santiago Pascual, Serrà, Joan +3 · 7 citations
   Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
4. On loss functions and evaluation metrics for music source separation
   2022/02/16 by Enric Gusó, Jordi Pons, Gusó, Enric +5 · 5 citations
   Computer Science · Engineering · #Speech and Audio Processing #Advanced Adaptive Filtering Techniques #Acoustic Wave Phenomena Research
5. Masked Generative Video-to-Audio Transformers with Enhanced Synchronicity
   2024/07/15 by Santiago Pascual, Chunghsin Yeh, Pascual, Santiago +5 · 9 citations
   Computer Science · Engineering · #Advanced Optical Imaging Technologies #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Sound (cs.SD) #electronic engineering #information engineering
6. Getting deep recommenders fit: Bloom embeddings for sparse binary input/output networks
   2017/06/13 by Joan Serrà, Serrà, Joan, Alexandros Karatzoglou +1 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
7. Full-band General Audio Synthesis with Score-based Diffusion
   2022/10/26 by Santiago Pascual, Pascual, Santiago, Gautam Bhattacharya +7 · 3 citations
   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 #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
8. Adversarial Permutation Invariant Training for Universal Sound Separation
   2022/10/21 by Emilian Postolache, Postolache, Emilian, Jordi Pons +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 #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
9. A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs?
   2025/05/26 by Yigitcan Özer, Woosung Choi, Özer, Yigitcan +9 · 6 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #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) #electronic engineering #information engineering
10. Assessing Algorithmic Biases for Musical Version Identification
    2021/09/30 by Furkan Yesiler, Marius Miron, Yesiler, Furkan +5 · 1 citation
    Arts and Humanities · Computer Science · #Diverse Musicological Studies #Music and Audio Processing
11. Sequential Contrastive Audio-Visual Learning
    2024/07/08 by Ioannis Tsiamas, Tsiamas, Ioannis, Santiago Pascual +5 · 1 voice · 1 citation
    #cs.SD #cs.CV #cs.LG #cs.MM #eess.AS
12. Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility
    2024/09/14 by Xiaoyu Liu, Xu Li, Liu, Xiaoyu +5 · 1 citation
    Computer Science · Medicine · #Speech Recognition and Synthesis #Speech and Audio Processing #Voice and Speech Disorders
13. Enhancing Neural Audio Fingerprint Robustness to Audio Degradation for Music Identification
    2025/06/27 by R. Oguz Araz, Guillem Cortès, Araz, R. Oguz +11 · 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