b'Ming Li'

research

∙ 07/01/2022

Discriminator-Guided Model-Based Offline Imitation Learning

Offline imitation learning (IL) is a powerful method to solve decision-m...

Wenjia Zhang, et al. ∙

research

∙ 06/27/2022

When to Trust Your Simulator: Dynamics-Aware Hybrid Offline-and-Online Reinforcement Learning

Learning effective reinforcement learning (RL) policies to solve real-wo...

Haoyi Niu, et al. ∙

research

∙ 06/23/2022

Few-Shot Non-Parametric Learning with Deep Latent Variable Model

Most real-world problems that machine learning algorithms are expected t...

Zhiying Jiang, et al. ∙

research

∙ 06/20/2022

An Input-Queueing TSN Switching Architecture to Achieve Zero Packet Loss for Timely Traffic

Zero packet loss with bounded latency is a must for many applications su...

Ming Li, et al. ∙

research

∙ 06/18/2022

Identifying Source Speakers for Voice Conversion based Spoofing Attacks on Speaker Verification Systems

An automatic speaker verification system aims to verify the speaker iden...

Danwei Cai, et al. ∙

research

∙ 06/17/2022

Simultaneous Speech Extraction for Multiple Target Speakers under the Meeting Scenarios(V1)

Recently, the target speech separation or extraction techniques under th...

Bang Zeng, et al. ∙

research

∙ 06/15/2022

Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus

To alleviate the challenges of building Knowledge Graphs (KG) from scrat...

Yue Wang, et al. ∙

research

∙ 05/24/2022

MealRec: A Meal Recommendation Dataset

Bundle recommendation systems aim to recommend a bundle of items for a u...

Ming Li, et al. ∙

research

∙ 02/11/2022

Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels

The upheaval brought by the arrival of the COVID-19 pandemic has continu...

Ming Li, et al. ∙

research

∙ 02/06/2022

Cross-Channel Attention-Based Target Speaker Voice Activity Detection: Experimental Results for M2MeT Challenge

In this paper, we present the speaker diarization system for the Multi-c...

Weiqing Wang, et al. ∙

research

∙ 02/03/2022

Answering Count Queries for Genomic Data with Perfect Privacy

In this paper, we consider the problem of answering count queries for ge...

Bo Jiang, et al. ∙

research

∙ 01/29/2022

The HCCL-DKU system for fake audio generation task of the 2022 ICASSP ADD Challenge

The voice conversion task is to modify the speaker identity of continuou...

Ziyi Chen, et al. ∙

research

∙ 01/26/2022

Invertible Voice Conversion

In this paper, we propose an invertible deep learning framework called I...

Zexin Cai, et al. ∙

research

∙ 01/23/2022

pvCNN: Privacy-Preserving and Verifiable Convolutional Neural Network Testing

This paper proposes a new approach for privacy-preserving and verifiable...

Jiasi Weng, et al. ∙

research

∙ 01/03/2022

CaFT: Clustering and Filter on Tokens of Transformer for Weakly Supervised Object Localization

Weakly supervised object localization (WSOL) is a challenging task to lo...

Ming Li, et al. ∙

research

∙ 01/01/2022

Generating Adversarial Samples For Training Wake-up Word Detection Systems Against Confusing Words

Wake-up word detection models are widely used in real life, but suffer f...

Haoxu Wang, et al. ∙

research

∙ 11/27/2021

Online Speaker Diarization with Graph-based Label Generation

This paper introduces an online speaker diarization system that can hand...

Yucong Zhang, et al. ∙

research

∙ 11/20/2021

Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming

Graph representation learning (GRL) is critical for graph-structured dat...

Yizhen Zheng, et al. ∙

research

∙ 11/09/2021

Lattice structure design optimization under localized linear buckling constraints

An optimization method for the design of multi-lattice structures satisf...

Xingtong Yang, et al. ∙

research

∙ 10/22/2021

PRECAD: Privacy-Preserving and Robust Federated Learning via Crypto-Aided Differential Privacy

Federated Learning (FL) allows multiple participating clients to train m...

Xiaolan Gu, et al. ∙

research

∙ 10/13/2021

Simple Attention Module based Speaker Verification with Iterative noisy label detection

Recently, the attention mechanism such as squeeze-and-excitation module ...

Xiaoyi Qin, et al. ∙

research

∙ 10/12/2021

The Sigma-Max System Induced from Randomness and Fuzziness

This paper managed to induce probability theory (sigma system) and possi...

Wei Mei, et al. ∙

research

∙ 10/09/2021

Towards Lightweight Applications: Asymmetric Enroll-Verify Structure for Speaker Verification

With the development of deep learning, automatic speaker verification ha...

Qingjian Lin, et al. ∙

research

∙ 10/08/2021

Automatic annotation of visual deep neural networks

Computer vision is widely used in the fields of driverless, face recogni...

Ming Li, et al. ∙

research

∙ 10/01/2021

Channel Estimation with Reconfigurable Intelligent Surfaces – A General Framework

Optimally extracting the advantages available from reconfigurable intell...

A. Lee Swindlehurst, et al. ∙

research

∙ 09/29/2021

A Next Basket Recommendation Reality Check

The goal of a next basket recommendation (NBR) system is to recommend it...

Ming Li, et al. ∙

research

∙ 09/10/2021

Analysis of Heterogeneous Structures of Non-separated Scales on Curved Bridge Nodes

Numerically predicting the performance of heterogenous structures withou...

Ming Li, et al. ∙

research

∙ 09/07/2021

The DKU-DukeECE System for the Self-Supervision Speaker Verification Task of the 2021 VoxCeleb Speaker Recognition Challenge

This report describes the submission of the DKU-DukeECE team to the self...

Danwei Cai, et al. ∙

research

∙ 09/05/2021

The DKU-DukeECE-Lenovo System for the Diarization Task of the 2021 VoxCeleb Speaker Recognition Challenge

This report describes the submission of the DKU-DukeECE-Lenovo team to t...

Weiqing Wang, et al. ∙

research

∙ 07/21/2021

PoF: Proof-of-Following for Vehicle Platoons

Cooperative vehicle platooning significantly improves highway safety and...

Ziqi Xu, et al. ∙

research

∙ 07/03/2021

A Data-Driven Method for Recognizing Automated Negotiation Strategies

Understanding an opponent agent helps in negotiating with it. Existing w...

Ming Li, et al. ∙

research

∙ 06/05/2021

Lightweight Dual-channel Target Speaker Separation for Mobile Voice Communication

Nowadays, there is a strong need to deploy the target speaker separation...

Yuanyuan Bao, et al. ∙

research

∙ 06/04/2021

Man-in-the-Middle Attack Resistant Secret Key Generation via Channel Randomization

Physical-layer based key generation schemes exploit the channel reciproc...

Yanjun Pan, et al. ∙

research

∙ 05/11/2021

A Feature Fusion-Net Using Deep Spatial Context Encoder and Nonstationary Joint Statistical Model for High Resolution SAR Image Classification

Convolutional neural networks (CNNs) have been applied to learn spatial ...

Wenkai Liang, et al. ∙

research

∙ 05/01/2021

Technical Report: Insider-Resistant Context-Based Pairing for Multimodality Sleep Apnea Test

The increasingly sophisticated at-home screening systems for obstructive...

Yao Zheng, et al. ∙

research

∙ 04/22/2021

Building Bilingual and Code-Switched Voice Conversion with Limited Training Data Using Embedding Consistency Loss

Building cross-lingual voice conversion (VC) systems for multiple speake...

Yaogen Yang, et al. ∙

research

∙ 04/20/2021

Deep Learning based Efficient Symbol-Level Precoding Design for MU-MISO Systems

The recently emerged symbol-level precoding (SLP) technique has been reg...

Zhu Bo, et al. ∙

research

∙ 04/13/2021

Detecting Escalation Level from Speech with Transfer Learning and Acoustic-Lexical Information Fusion

Textual escalation detection has been widely applied to e-commerce compa...

Ziang Zhou, et al. ∙

research

∙ 04/12/2021

End-to-End Mandarin Tone Classification with Short Term Context Information

In this paper, we propose an end-to-end Mandarin tone classification met...

Jiyang Tang, et al. ∙

research

∙ 04/06/2021

Misbehavior Detection in Wi-Fi/LTE Coexistence over Unlicensed Bands

We consider the problem of fair coexistence between LTE and Wi-Fi system...

Islam Samy, et al. ∙

research

∙ 04/06/2021

Binary Neural Network for Speaker Verification

Although deep neural networks are successful for many tasks in the speec...

Tinglong Zhu, et al. ∙

research

∙ 02/06/2021

The DKU-Duke-Lenovo System Description for the Third DIHARD Speech Diarization Challenge

In this paper, we present the submitted system for the third DIHARD Spee...

Weiqing Wang, et al. ∙

research

∙ 12/01/2020

A Unified Deep Speaker Embedding Framework for Mixed-Bandwidth Speech Data

This paper proposes a unified deep speaker embedding framework for model...

Weicheng Cai, et al. ∙

research

∙ 11/21/2020

Exploring Voice Conversion based Data Augmentation in Text-Dependent Speaker Verification

In this paper, we focus on improving the performance of the text-depende...

Xiaoyi Qin, et al. ∙

research

∙ 11/03/2020

Training Wake Word Detection with Synthesized Speech Data on Confusion Words

Confusing-words are commonly encountered in real-life keyword spotting a...

Yan Jia, et al. ∙

research

∙ 10/25/2020

An iterative framework for self-supervised deep speaker representation learning

In this paper, we propose an iterative framework for self-supervised spe...

Danwei Cai, et al. ∙

research

∙ 10/22/2020

AISHELL-3: A Multi-speaker Mandarin TTS Corpus and the Baselines

In this paper, we present AISHELL-3, a large-scale and high-fidelity mul...

Yao Shi, et al. ∙

research

∙ 10/19/2020

Self-Supervised Visual Attention Learning for Vehicle Re-Identification

Visual attention learning (VAL) aims to produce a confidence map as weig...

Ming Li, et al. ∙

research

∙ 10/12/2020

RNN Training along Locally Optimal Trajectories via Frank-Wolfe Algorithm

We propose a novel and efficient training method for RNNs by iteratively...

Yun Yue, et al. ∙

research

∙ 09/15/2020

PointIso: Point Cloud Based Deep Learning Model for Detecting Arbitrary-Precision Peptide Features in LC-MS Map through Attention Based Segmentation

A promising technique of discovering disease biomarkers is to measure th...

Fatema Tuz Zohora, et al. ∙

Ming Li

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