Joan Serrà
10 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver
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Topic Evolution
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Keyword Champion
❓
The Questioner
🗃️
Keyword Collector
(53)
💎
Century Club · Bronze
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Research topics
Deep Learning
(7)
Machine Learning
(5)
Models
(5)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Speech & Audio
(3)
Artificial Intelligence
(2)
Core AI
(2)
Synthesis
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Methods
(1)
Keywords
speech enhancement
(2)
generative adversarial network
(2)
catastrophic forgetting
(1)
feature extraction
(1)
self-supervised learning
(1)
voice conversion
(1)
audio watermarking
(1)
state-of-the-art performance
(1)
signal reconstruction
(1)
sequential learning
(1)
likelihood ratio
(1)
bayesian model comparison
(1)
generative model
(1)
diffusion model
(1)
normalizing flow
(1)
speech processing
(1)
transfer learning
(1)
out-of-distribution detection
(1)
training data attribution
(1)
continual learning
(1)
Papers
A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs?
Interspeech 2025
Large-Scale Training Data Attribution for Music Generative Models via Unlearning
NeurIPS 2025
Supervised Contrastive Learning from Weakly-Labeled Audio Segments for Musical Version Matching
ICML 2025
Masked Generative Video-to-Audio Transformers with Enhanced Synchronicity
ECCV 2024
Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models
ICLR 2020
Blow: a single-scale hyperconditioned flow for non-parallel raw-audio voice conversion
NeurIPS 2019
Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks
Interspeech 2019
Towards Generalized Speech Enhancement with Generative Adversarial Networks
Interspeech 2019
Overcoming Catastrophic Forgetting with Hard Attention to the Task
ICML 2018
SEGAN: Speech Enhancement Generative Adversarial Network
Interspeech 2017