Speech enhancement and speech separation are two related tasks, whose purpose is to
extract either one or more target speech signals, respectively, from a mixture of sounds …

Speech separation as a fundamental task in signal processing can be used in many types of
intelligent robots, and audio-visual (AV) speech separation has been proven to be superior …

Adding visual cues to audio-based speech separation can improve separation performance.
This paper introduces AV-CrossNet, an audiovisual (AV) system for speech enhancement …

In this paper we propose a multi-modal multi-correlation learning framework targeting at the
task of audio-visual speech separation. Although previous efforts have been extensively put …

Visual information plays an important role in speech separation. It has been illustrated by
many studies that audio-visual speech separation has better performance than audio-only …

Automatic speech recognition (ASR) including the speech enhancement front-end,
recognition back-end which is made up of acoustic models and language models stays a …