b'Jian Wu'

research

∙ 07/21/2022

ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases

Electrocardiogram (ECG) is a widely used non-invasive diagnostic tool fo...

Jintai Chen, et al. ∙

research

∙ 06/16/2022

Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network

A large number of people suffer from life-threatening cardiac abnormalit...

Yuexin Bian, et al. ∙

research

∙ 06/12/2022

RL-EA: A Reinforcement Learning-Based Evolutionary Algorithm Framework for Electromagnetic Detection Satellite Scheduling Problem

The study of electromagnetic detection satellite scheduling problem (EDS...

Yanjie Song, et al. ∙

research

∙ 05/17/2022

Deploying self-supervised learning in the wild for hybrid automatic speech recognition

Self-supervised learning (SSL) methods have proven to be very successful...

Mostafa Karimi, et al. ∙

research

∙ 05/06/2022

Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation

Synthesizer is a type of electronic musical instrument that is now widel...

Zui Chen, et al. ∙

research

∙ 04/30/2022

SciEv: Finding Scientific Evidence Papers for Scientific News

In the past decade, many scientific news media that report scientific br...

Md Reshad Ul Hoque, et al. ∙

research

∙ 04/27/2022

Ultra Fast Speech Separation Model with Teacher Student Learning

Transformer has been successfully applied to speech separation recently ...

Sanyuan Chen, et al. ∙

research

∙ 04/27/2022

Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?

Recently, self-supervised learning (SSL) has demonstrated strong perform...

Sanyuan Chen, et al. ∙

research

∙ 04/25/2022

Online Deep Learning from Doubly-Streaming Data

This paper investigates a new online learning problem with doubly-stream...

Heng Lian, et al. ∙

research

∙ 04/06/2022

Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction

Stock market plays an important role in the economic development. Due to...

Zhuangwei Shi, et al. ∙

research

∙ 03/30/2022

Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings

This paper presents a streaming speaker-attributed automatic speech reco...

Naoyuki Kanda, et al. ∙

research

∙ 02/28/2022

Large-Scale 3D Semantic Reconstruction for Automated Driving Vehicles with Adaptive Truncated Signed Distance Function

The Large-scale 3D reconstruction, texturing and semantic mapping are no...

Haohao Hu, et al. ∙

research

∙ 02/14/2022

A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification

Image analysis technology is used to solve the inadvertences of artifici...

Jian Wu, et al. ∙

research

∙ 02/07/2022

Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, And Pretraining: An Ablation Study

An Xception model reaches state-of-the-art (SOTA) accuracy on the ESC-50...

Daniel Tompkins, et al. ∙

research

∙ 02/02/2022

Streaming Multi-Talker ASR with Token-Level Serialized Output Training

This paper proposes a token-level serialized output training (t-SOT), a ...

Naoyuki Kanda, et al. ∙

research

∙ 01/21/2022

What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review

In the past ten years, the computing power of machine vision (MV) has be...

Xiaoqi Li, et al. ∙

research

∙ 01/03/2022

D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation

Computer-aided medical image segmentation has been applied widely in dia...

Yixuan Wu, et al. ∙

research

∙ 12/23/2021

A Synthetic Prediction Market for Estimating Confidence in Published Work

Explainably estimating confidence in published scholarly work offers opp...

Sarah Rajtmajer, et al. ∙

research

∙ 12/23/2021

PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving

The accelerating development of autonomous driving technology has placed...

Pengchuan Xiao, et al. ∙

research

∙ 12/06/2021

DANets: Deep Abstract Networks for Tabular Data Classification and Regression

Tabular data are ubiquitous in real world applications. Although many co...

Jintai Chen, et al. ∙

research

∙ 10/28/2021

Continuous Speech Separation with Recurrent Selective Attention Network

While permutation invariant training (PIT) based continuous speech separ...

Yixuan Zhang, et al. ∙

research

∙ 10/26/2021

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing

Self-supervised learning (SSL) achieves great success in speech recognit...

Sanyuan Chen, et al. ∙

research

∙ 10/12/2021

UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training

Self-supervised learning (SSL) is a long-standing goal for speech proces...

Sanyuan Chen, et al. ∙

research

∙ 09/04/2021

A Neural Network-Based Linguistic Similarity Measure for Entrainment in Conversations

Linguistic entrainment is a phenomenon where people tend to mimic each o...

Mingzhi Yu, et al. ∙

research

∙ 07/06/2021

A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio

Speaker-attributed automatic speech recognition (SA-ASR) is a task to re...

Naoyuki Kanda, et al. ∙

research

∙ 07/05/2021

Investigation of Practical Aspects of Single Channel Speech Separation for ASR

Speech separation has been successfully applied as a frontend processing...

Jian Wu, et al. ∙

research

∙ 07/01/2021

Automatic Metadata Extraction Incorporating Visual Features from Scanned Electronic Theses and Dissertations

Electronic Theses and Dissertations (ETDs) contain domain knowledge that...

Muntabir Hasan Choudhury, et al. ∙

research

∙ 06/30/2021

Sequence-level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models

Scores from traditional confidence classifiers (CCs) in automatic speech...

Amber Afshan, et al. ∙

research

∙ 06/23/2021

ScanBank: A Benchmark Dataset for Figure Extraction from Scanned Electronic Theses and Dissertations

We focus on electronic theses and dissertations (ETDs), aiming to improv...

Sampanna Yashwant Kahu, et al. ∙

research

∙ 06/06/2021

Extractive Research Slide Generation Using Windowed Labeling Ranking

Presentation slides describing the content of scientific and technical p...

Athar Sefid, et al. ∙

research

∙ 05/20/2021

Document Domain Randomization for Deep Learning Document Layout Extraction

We present document domain randomization (DDR), the first successful tra...

Meng Ling, et al. ∙

research

∙ 04/13/2021

A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers

In recent years, with the advancement of computer-aided diagnosis (CAD) ...

Chen Li, et al. ∙

research

∙ 04/08/2021

AISHELL-4: An Open Source Dataset for Speech Enhancement, Separation, Recognition and Speaker Diarization in Conference Scenario

In this paper, we present AISHELL-4, a sizable real-recorded Mandarin sp...

Yihui Fu, et al. ∙

research

∙ 04/08/2021

Predicting the Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models

In recent years, significant effort has been invested verifying the repr...

Jian Wu, et al. ∙

research

∙ 02/21/2021

A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches

With the development of computer-aided diagnosis (CAD) and image scannin...

Chen Li, et al. ∙

research

∙ 02/10/2021

Doctor Imitator: A Graph-based Bone Age Assessment Framework Using Hand Radiographs

Bone age assessment is challenging in clinical practice due to the compl...

Jintai Chen, et al. ∙

research

∙ 02/09/2021

Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels

In clinical practice, medical image interpretation often involves multi-...

Jintai Chen, et al. ∙

research

∙ 02/06/2021

Speaker attribution with voice profiles by graph-based semi-supervised learning

Speaker attribution is required in many real-world applications, such as...

Jixuan Wang, et al. ∙

research

∙ 12/07/2020

Modeling Updates of Scholarly Webpages Using Archived Data

The vastness of the web imposes a prohibitive cost on building large-sca...

Yasith Jayawardana, et al. ∙

research

∙ 11/18/2020

Multi-Channel Automatic Speech Recognition Using Deep Complex Unet

The front-end module in multi-channel automatic speech recognition (ASR)...

Yuxiang Kong, et al. ∙

research

∙ 11/04/2020

IEEE SLT 2021 Alpha-mini Speech Challenge: Open Datasets, Tracks, Rules and Baselines

The IEEE Spoken Language Technology Workshop (SLT) 2021 Alpha-mini Speec...

Yihui Fu, et al. ∙

research

∙ 11/04/2020

DESNet: A Multi-channel Network for Simultaneous Speech Dereverberation, Enhancement and Separation

In this paper, we propose a multi-channel network for simultaneous speec...

Yihui Fu, et al. ∙

research

∙ 11/02/2020

Multi-View Adaptive Fusion Network for 3D Object Detection

3D object detection based on LiDAR-camera fusion is becoming an emerging...

Guojun Wang, et al. ∙

research

∙ 10/22/2020

Microsoft Speaker Diarization System for the VoxCeleb Speaker Recognition Challenge 2020

This paper describes the Microsoft speaker diarization system for monaur...

Xiong Xiao, et al. ∙

research

∙ 09/07/2020

An End-to-end Architecture of Online Multi-channel Speech Separation

Multi-speaker speech recognition has been one of the keychallenges in co...

Jian Wu, et al. ∙

research

∙ 08/12/2020

Channel-wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music

This paper presents a new input format, channel-wise subband input (CWS)...

Haohe Liu, et al. ∙

research

∙ 08/08/2020

NPU Speaker Verification System for INTERSPEECH 2020 Far-Field Speaker Verification Challenge

This paper describes the NPU system submitted to Interspeech 2020 Far-Fi...

Li Zhang, et al. ∙

research

∙ 08/01/2020

DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement

Speech enhancement has benefited from the success of deep learning in te...

Yanxin Hu, et al. ∙

research

∙ 07/27/2020

Large Scale Subject Category Classification of Scholarly Papers with Deep Attentive Neural Networks

Subject categories of scholarly papers generally refer to the knowledge ...

Bharath Kandimalla, et al. ∙

research

∙ 07/06/2020

ResNeXt and Res2Net Structure for Speaker Verification

ResNet-based architecture has been widely adopted as the speaker embeddi...

Tianyan Zhou, et al. ∙

Jian Wu

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