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• Recomposer: Event-roll-guided generative audio editing
  2025
• A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification
  2018
• General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline
  2018
• Facilitating the Manual Annotation of Sounds When Using Large Taxonomies
  2018
• Learning Sound Event Classifiers from Web Audio with Noisy Labels
  2019
• Audio tagging with noisy labels and minimal supervision
  2019
• A hybrid parametric-deep learning approach for sound event localization and detection
  2019
• Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers
  2019
• Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking
  2020
• FSD50K: An Open Dataset of Human-Labeled Sound Events
  2020
• Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes
  2020
• What's All the FUSS About Free Universal Sound Separation Data?
  2020
• Unsupervised Contrastive Learning of Sound Event Representations
  2020
• Self-Supervised Learning from Automatically Separated Sound Scenes
  2021
• The Benefit Of Temporally-Strong Labels In Audio Event Classification
  2021