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Xing-Yu Chen

3 accepted papers

2023

SLAN: Self-Locator Aided Network for Vision-Language Understanding

ICCV 2023poster

Learning fine-grained interplay between vision and language contributes to a more accurate understanding for Vision-Language tasks. However, it remains challenging to extract key image regions according to the texts for semantic alignments. Most existing works are either limited by text-agnostic an…

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2022

Reference Microphone Selection and Low-Rank Approximation Based Multichannel Wiener Filter with Application to Speech Recognition

ICASSP 2022accepted

For multichannel speech recognition systems, it is necessary to use a speech enhancement module to suppress ambient noises. Given second-order statistics, the multichannel Wiener filter (MWF) can be designed for noise reduction. It was shown that the MWF noise reduction performance depends on the se…

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2022

Supervised and Self-Supervised Pretraining Based Covid-19 Detection Using Acoustic Breathing/Cough/Speech Signals

ICASSP 2022accepted

A rapid-accurate detection method for COVID-19 is rather important for avoiding its pandemic. In this work, we propose a bi-directional long short-term memory (BiLSTM) network based COVID-19 detection method using breath/speech/cough signals. Three kinds of acoustic signals are taken to train the ne…

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