Kele Xu

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Convolutional Neural Network-Based Age Estimation Using B-Mode Ultrasound Tongue Image

Ultrasound tongue imaging is widely used for speech production research,...
01/27/2021 ∙ by Kele Xu, et al. ∙ 0 ∙ share

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AIM 2020: Scene Relighting and Illumination Estimation Challenge

We review the AIM 2020 challenge on virtual image relighting and illumin...
09/27/2020 ∙ by Majed El Helou, et al. ∙ 0 ∙ share

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Quantification of Transducer Misalignment in Ultrasound Tongue Imaging

In speech production research, different imaging modalities have been em...
08/06/2020 ∙ by Tamás Gábor Csapó, et al. ∙ 0 ∙ share

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Audio Tagging by Cross Filtering Noisy Labels

High quality labeled datasets have allowed deep learning to achieve impr...
07/16/2020 ∙ by Boqing Zhu, et al. ∙ 0 ∙ share

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Multi-Representation Knowledge Distillation For Audio Classification

As an important component of multimedia analysis tasks, audio classifica...
02/22/2020 ∙ by Liang Gao, et al. ∙ 0 ∙ share

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Attention-based Fault-tolerant Approach for Multi-agent Reinforcement Learning Systems

The aim of multi-agent reinforcement learning systems is to provide inte...
10/05/2019 ∙ by Mingyang Geng, et al. ∙ 0 ∙ share

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FoxNet: A Multi-face Alignment Method

Multi-face alignment aims to identify geometry structures of multiple hu...
04/22/2019 ∙ by Yuxiang WU, et al. ∙ 0 ∙ share

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Predicting tongue motion in unlabeled ultrasound videos using convolutional LSTM neural network

A challenge in speech production research is to predict future tongue mo...
02/19/2019 ∙ by Chaojie Zhao, et al. ∙ 0 ∙ share

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Learning data augmentation policies using augmented random search

Previous attempts for data augmentation are designed manually, and the a...
11/12/2018 ∙ by Mingyang Geng, et al. ∙ 0 ∙ share

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Weakly supervised CRNN system for sound event detection with large-scale unlabeled in-domain data

Sound event detection (SED) is typically posed as a supervised learning ...
11/01/2018 ∙ by Dezhi Wang, et al. ∙ 0 ∙ share

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General audio tagging with ensembling convolutional neural network and statistical features

Audio tagging aims to infer descriptive labels from audio clips. Audio t...
10/30/2018 ∙ by Kele Xu, et al. ∙ 0 ∙ share

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Collaborative Deep Learning Across Multiple Data Centers

Valuable training data is often owned by independent organizations and l...
10/16/2018 ∙ by Kele Xu, et al. ∙ 0 ∙ share

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Sample Mixed-Based Data Augmentation for Domestic Audio Tagging

Audio tagging has attracted increasing attention since last decade and h...
08/12/2018 ∙ by Shengyun Wei, et al. ∙ 0 ∙ share

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Sample Dropout for Audio Scene Classification Using Multi-Scale Dense Connected Convolutional Neural Network

Acoustic scene classification is an intricate problem for a machine. As ...
06/12/2018 ∙ by Dawei Feng, et al. ∙ 0 ∙ share

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Environmental Sound Classification Based on Multi-temporal Resolution Convolutional Neural Network Combining with Multi-level Features

Motivated by the fact that characteristics of different sound classes ar...
05/24/2018 ∙ by Boqing Zhu, et al. ∙ 0 ∙ share

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Environmental Sound Classification Based on Multi-temporal Resolution CNN Network Combining with Multi-level Features

Motivated by the fact that characteristics of different sound classes ar...
05/24/2018 ∙ by Boqing Zhu, et al. ∙ 0 ∙ share

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Multi-Scale DenseNet-Based Electricity Theft Detection

Electricity theft detection issue has drawn lots of attention during las...
05/24/2018 ∙ by Bo Li, et al. ∙ 0 ∙ share

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Mixup-Based Acoustic Scene Classification Using Multi-Channel Convolutional Neural Network

Audio scene classification, the problem of predicting class labels of au...
05/18/2018 ∙ by Kele Xu, et al. ∙ 0 ∙ share

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Full-reference image quality assessment-based B-mode ultrasound image similarity measure

During the last decades, the number of new full-reference image quality ...
01/10/2017 ∙ by Kele Xu, et al. ∙ 0 ∙ share

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Development of a 3D tongue motion visualization platform based on ultrasound image sequences

This article describes the development of a platform designed to visuali...
05/19/2016 ∙ by Kele Xu, et al. ∙ 0 ∙ share

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Contour-based 3d tongue motion visualization using ultrasound image sequences

This article describes a contour-based 3D tongue deformation visualizati...
05/19/2016 ∙ by Kele Xu, et al. ∙ 0 ∙ share

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Kele Xu

Featured Co-authors

Lei Zhang

Bo Li

Radu Timofte

Peng Zhang

Xin Huang

Qing Wang

Jian Cheng

Qiuqiang Kong

Zibin Zheng

Sabine Süsstrunk

Yu Zhu

Convolutional Neural Network-Based Age Estimation Using B-Mode Ultrasound Tongue Image

AIM 2020: Scene Relighting and Illumination Estimation Challenge

Quantification of Transducer Misalignment in Ultrasound Tongue Imaging

Audio Tagging by Cross Filtering Noisy Labels

Multi-Representation Knowledge Distillation For Audio Classification

Attention-based Fault-tolerant Approach for Multi-agent Reinforcement Learning Systems

FoxNet: A Multi-face Alignment Method

Predicting tongue motion in unlabeled ultrasound videos using convolutional LSTM neural network

Learning data augmentation policies using augmented random search

Weakly supervised CRNN system for sound event detection with large-scale unlabeled in-domain data

General audio tagging with ensembling convolutional neural network and statistical features

Collaborative Deep Learning Across Multiple Data Centers

Sample Mixed-Based Data Augmentation for Domestic Audio Tagging

Sample Dropout for Audio Scene Classification Using Multi-Scale Dense Connected Convolutional Neural Network

Environmental Sound Classification Based on Multi-temporal Resolution Convolutional Neural Network Combining with Multi-level Features

Environmental Sound Classification Based on Multi-temporal Resolution CNN Network Combining with Multi-level Features

Multi-Scale DenseNet-Based Electricity Theft Detection

Mixup-Based Acoustic Scene Classification Using Multi-Channel Convolutional Neural Network

Full-reference image quality assessment-based B-mode ultrasound image similarity measure

Development of a 3D tongue motion visualization platform based on ultrasound image sequences

Contour-based 3d tongue motion visualization using ultrasound image sequences