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authFullName_s : Manuel Pariente
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Task-Aware Separation for the DCASE 2020 Task 4 Sound Event Detection and Separation Challenge

Samuele Cornell , Michel Olvera , Manuel Pariente , Giovanni Pepe , Emanuele Principi et al.
DCASE 2020 - 5th Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2020, Virtual, Japan
Conference papers hal-02962907v1
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Domain-Adversarial Training and Trainable Parallel Front-end for the DCASE 2020 Task 4 Sound Event Detection Challenge

Samuele Cornell , Michel Olvera , Manuel Pariente , Giovanni Pepe , Emanuele Principi et al.
DCASE 2020 - 5th Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2020, Virtual, Japan
Conference papers hal-02962911v1
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Implicit and explicit phase modeling in deep learning-based source separation

Manuel Pariente
Machine Learning [stat.ML]. Université de Lorraine, 2021. English. ⟨NNT : 2021LORR0150⟩
Theses tel-03395953v1
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A Statistically Principled and Computationally Efficient Approach to Speech Enhancement using Variational Autoencoders : Supporting Document

Manuel Pariente , Antoine Deleforge , Emmanuel Vincent
[Research Report] RR-9268, INRIA. 2019, pp.1-8
Reports hal-02089062v1
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Asteroid: the PyTorch-based audio source separation toolkit for researchers

Manuel Pariente , Samuele Cornell , Joris Cosentino , Sunit Sivasankaran , Efthymios Tzinis et al.
Interspeech 2020, Oct 2020, Shanghai, China
Conference papers hal-02962964v1
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LibriMix: An open-source dataset for generalizable speech separation

Joris Cosentino , Manuel Pariente , Samuele Cornell , Antoine Deleforge , Emmanuel Vincent et al.
2020
Preprints, Working Papers, ... hal-03354695v1
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A Statistically Principled and Computationally Efficient Approach to Speech Enhancement using Variational Autoencoders

Manuel Pariente , Antoine Deleforge , Emmanuel Vincent
INTERSPEECH 2019 - 20th Annual Conference of the International Speech Communication Association, Sep 2019, Graz, Austria
Conference papers hal-02116165v2
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Filterbank design for end-to-end speech separation

Manuel Pariente , Samuele Cornell , Antoine Deleforge , Emmanuel Vincent
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
Conference papers hal-02355623v2