Search Results for author: Francois G. Germain

Found 4 papers, 2 papers with code

NeuroHeed+: Improving Neuro-steered Speaker Extraction with Joint Auditory Attention Detection

no code implementations12 Dec 2023 Zexu Pan, Gordon Wichern, Francois G. Germain, Sameer Khurana, Jonathan Le Roux

Neuro-steered speaker extraction aims to extract the listener's brain-attended speech signal from a multi-talker speech signal, in which the attention is derived from the cortical activity.

EEG

Scenario-Aware Audio-Visual TF-GridNet for Target Speech Extraction

no code implementations30 Oct 2023 Zexu Pan, Gordon Wichern, Yoshiki Masuyama, Francois G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux

Target speech extraction aims to extract, based on a given conditioning cue, a target speech signal that is corrupted by interfering sources, such as noise or competing speakers.

Speaker Separation Speech Enhancement +1

Speech Denoising with Deep Feature Losses

5 code implementations27 Jun 2018 Francois G. Germain, Qifeng Chen, Vladlen Koltun

We present an end-to-end deep learning approach to denoising speech signals by processing the raw waveform directly.

Audio Tagging Denoising +1

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