Feb 2, 2021 · In this work, we propose a novel attention mechanism for multi-modal fusion and its training methods that enable to effectively capture the ...
ABSTRACT. Target speaker extraction, which aims at extracting a target speaker's voice from a mixture of voices using audio, visual or locational.
This work proposes a novel attention mechanism for multi-modal fusion and its training methods that enable to effectively capture the reliability of the ...
We propose novel approaches to fuse audio and visual target speaker clues for audio-visual target speaker extraction. Here are a set of samples of extracted ...
The proposed approach is composed of three modules namely, 1) Feature extraction, 2) Multimodal biometric template generation and 3) Cryptographic key ...
Our proposals improve signal to distortion ratio (SDR) by 1.0 dB over conventional fusion mechanisms on simulated data. Moreover, we also record an audio-visual ...
In order to solve this problem, a multimodal target speech extraction algorithm based on long short term attention mechanism is proposed in this paper. In this ...
Dec 11, 2024 · This sub-module integrates historical embeddings into the extraction process for the current window, adapting based on the visual features' ...
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What is speaker extraction?
Sep 1, 2024 · The target speaker extraction aims to isolate the target speaker's speech from other interfering speakers. Typically, an auxiliary.
This paper presents an approach to target speaker extraction using EEG signal based on selective auditory attention. They propose a multi-scale fusion ...