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Romain Serizel

MULTISPEECH

DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels

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Jun 12, 2024
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Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds

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Mar 14, 2024
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A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms

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Jan 24, 2024
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Self-Supervised Learning for Few-Shot Bird Sound Classification

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Jan 16, 2024
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Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems

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Oct 05, 2023
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Unsupervised speech enhancement with diffusion-based generative models

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Sep 19, 2023
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Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder

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Sep 19, 2023
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Diffusion-based speech enhancement with a weighted generative-supervised learning loss

Sep 19, 2023
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Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection

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Sep 16, 2023
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Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning

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Sep 02, 2023
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