A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders. - Manuel Pariente; Antoine Deleforge; Emmanuel Vincent 001 (INTERSPEECH, 2019)

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; Leonardo Gabrielli; Stefano Squartini (DCASE, 2020)

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; Leonardo Gabrielli; Stefano Squartini (DCASE, 2020)

Filterbank Design for End-to-end Speech Separation. - Manuel Pariente; Samuele Cornell; Antoine Deleforge; Emmanuel Vincent 001 (ICASSP, 2020)

Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers. - Manuel Pariente; Samuele Cornell; Joris Cosentino; Sunit Sivasankaran; Efthymios Tzinis; Jens Heitkaemper; Michel Olvera; Fabian-Robert Stöter; Mathieu Hu; Juan M. Martín-Doñas; David Ditter; Ariel Frank; et al. (INTERSPEECH, 2020)

Implicit and explicit phase modeling in deep learning-based source separation. (Modélisation implicite et explicite de la phase dans la séparation de sources par apprentissage profond). - Manuel Pariente (2021)

Learning Filterbanks for End-to-End Acoustic Beamforming. - Samuele Cornell; Manuel Pariente; François Grondin; Stefano Squartini (ICASSP, 2022)

Multi-Channel Speaker Extraction with Adversarial Training: The Wavlab Submission to The Clarity ICASSP 2023 Grand Challenge. - Samuele Cornell; Zhong-Qiu Wang 001; Yoshiki Masuyama; Shinji Watanabe 001; Manuel Pariente; Nobutaka Ono; Stefano Squartini (ICASSP, 2023)

Multi-Channel Target Speaker Extraction with Refinement: The WavLab Submission to the Second Clarity Enhancement Challenge. - Samuele Cornell; Zhong-Qiu Wang 001; Yoshiki Masuyama; Shinji Watanabe 001; Manuel Pariente; Nobutaka Ono (CoRR, 2023)

The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement. - Simon Leglaive; Léonie Borne; Efthymios Tzinis; Mostafa Sadeghi; Matthieu Fraticelli; Scott Wisdom; Manuel Pariente; Daniel Pressnitzer; John R. Hershey (CoRR, 2023)

Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge. - Simon Leglaive; Matthieu Fraticelli; Hend Elghazaly; Léonie Borne; Mostafa Sadeghi; Scott Wisdom; Manuel Pariente; John R. Hershey; Daniel Pressnitzer; Jon P. Barker (Comput. Speech Lang., 2025)