b'Qian Chen'

research

∙ 09/21/2023

Multi-level Asymmetric Contrastive Learning for Medical Image Segmentation Pre-training

Contrastive learning, which is a powerful technique for learning image-l...

0 Shuang Zeng, et al. ∙

research

∙ 09/19/2023

Improving Speaker Diarization using Semantic Information: Joint Pairwise Constraints Propagation

Speaker diarization has gained considerable attention within speech proc...

0 Luyao Cheng, et al. ∙

research

∙ 09/19/2023

Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition

In this paper, we explored how to boost speech emotion recognition (SER)...

0 Ziyang Ma, et al. ∙

research

∙ 08/09/2023

Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation

End-to-end weakly supervised semantic segmentation aims at optimizing a ...

0 Lei Zhu, et al. ∙

research

∙ 08/05/2023

Self-Distillation Network with Ensemble Prototypes: Learning Robust Speaker Representations without Supervision

Training speaker-discriminative and robust speaker verification systems ...

0 Yafeng Chen, et al. ∙

research

∙ 07/14/2023

Improving BERT with Hybrid Pooling Network and Drop Mask

Transformer-based pre-trained language models, such as BERT, achieve gre...

0 Qian Chen, et al. ∙

research

∙ 06/30/2023

FedBone: Towards Large-Scale Federated Multi-Task Learning

Heterogeneous federated multi-task learning (HFMTL) is a federated learn...

0 Yiqiang Chen, et al. ∙

research

∙ 06/27/2023

3D-Speaker: A Large-Scale Multi-Device, Multi-Distance, and Multi-Dialect Corpus for Speech Representation Disentanglement

Disentangling uncorrelated information in speech utterances is a crucial...

0 Siqi Zheng, et al. ∙

research

∙ 05/25/2023

Logic of the Hide and Seek Game: Characterization, Axiomatization, Decidability

The logic of the hide and seek game LHS was proposed to reason about sea...

0 Qian Chen, et al. ∙

research

∙ 05/23/2023

Enhancing Generation through Summarization Duality and Explicit Outline Control

Automatically open-ended long text generation poses significant challeng...

0 Yunzhe Li, et al. ∙

research

∙ 05/23/2023

BA-SOT: Boundary-Aware Serialized Output Training for Multi-Talker ASR

The recently proposed serialized output training (SOT) simplifies multi-...

0 Yuhao Liang, et al. ∙

research

∙ 05/22/2023

Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization

Speaker diarization(SD) is a classic task in speech processing and is cr...

0 Luyao Cheng, et al. ∙

research

∙ 05/22/2023

An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification

Effective fusion of multi-scale features is crucial for improving speake...

0 Yafeng Chen, et al. ∙

research

∙ 05/21/2023

CASA-ASR: Context-Aware Speaker-Attributed ASR

Recently, speaker-attributed automatic speech recognition (SA-ASR) has a...

0 Mohan Shi, et al. ∙

research

∙ 05/21/2023

Semantic VAD: Low-Latency Voice Activity Detection for Speech Interaction

For speech interaction, voice activity detection (VAD) is often used as ...

0 Mohan Shi, et al. ∙

research

∙ 05/18/2023

Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings

Prior studies diagnose the anisotropy problem in sentence representation...

0 Qian Chen, et al. ∙

research

∙ 04/10/2023

Hyperspectral Image Super-Resolution via Dual-domain Network Based on Hybrid Convolution

Since the number of incident energies is limited, it is difficult to dir...

0 Tingting Liu, et al. ∙

research

∙ 04/06/2023

PointCAT: Cross-Attention Transformer for point cloud

Transformer-based models have significantly advanced natural language pr...

0 Xincheng Yang, et al. ∙

research

∙ 03/27/2023

Meeting Action Item Detection with Regularized Context Modeling

Meetings are increasingly important for collaborations. Action items in ...

0 Jiaqing Liu, et al. ∙

research

∙ 03/24/2023

MUG: A General Meeting Understanding and Generation Benchmark

Listening to long video/audio recordings from video conferencing and onl...

5 Qinglin Zhang, et al. ∙

research

∙ 03/24/2023

Overview of the ICASSP 2023 General Meeting Understanding and Generation Challenge (MUG)

ICASSP2023 General Meeting Understanding and Generation Challenge (MUG) ...

0 Qinglin Zhang, et al. ∙

research

∙ 03/07/2023

Adaptive Knowledge Distillation between Text and Speech Pre-trained Models

Learning on a massive amount of speech corpus leads to the recent succes...

0 Jinjie Ni, et al. ∙

research

∙ 03/01/2023

CAM++: A Fast and Efficient Network for Speaker Verification Using Context-Aware Masking

Time delay neural network (TDNN) has been proven to be efficient for spe...

0 Hui Wang, et al. ∙

research

∙ 02/28/2023

Weighted Sampling for Masked Language Modeling

Masked Language Modeling (MLM) is widely used to pretrain language model...

0 Linhan Zhang, et al. ∙

research

∙ 02/18/2023

One-Pot Multi-Frame Denoising

The performance of learning-based denoising largely depends on clean sup...

0 Lujia Jin, et al. ∙

research

∙ 02/13/2023

A Graphical Point Process Framework for Understanding Removal Effects in Multi-Touch Attribution

Marketers employ various online advertising channels to reach customers,...

0 Jun Tao, et al. ∙

research

∙ 12/16/2022

Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation

Multi-modal and multi-hop question answering aims to answer a question b...

0 Qian Yang, et al. ∙

research

∙ 12/09/2022

MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction

The mainstream of the existing approaches for video prediction builds up...

0 Shuliang Ning, et al. ∙

research

∙ 11/08/2022

Pushing the limits of self-supervised speaker verification using regularized distillation framework

Training robust speaker verification systems without speaker labels has ...

0 Yafeng Chen, et al. ∙

research

∙ 09/17/2022

Reasoning about Dependence, Preference and Coalitional Power

This paper presents a logic of preference and functional dependence (LPF...

0 Qian Chen, et al. ∙

research

∙ 09/05/2022

TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis

Convolutional Neural Networks (CNNs) are widely used in fault diagnosis ...

25 Qian Chen, et al. ∙

research

∙ 07/16/2022

Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization

Classification activation map (CAM), utilizing the classification struct...

0 Lei Zhu, et al. ∙

research

∙ 06/08/2022

Dap-FL: Federated Learning flourishes by adaptive tuning and secure aggregation

Federated learning (FL), an attractive and promising distributed machine...

0 Qian Chen, et al. ∙

research

∙ 05/16/2022

PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification

Speaker embedding has been a fundamental feature for speaker-related tas...

0 Siqi Zheng, et al. ∙

research

∙ 04/08/2022

Communication-Efficient Cluster Federated Learning in Large-scale Peer-to-Peer Networks

A traditional federated learning (FL) allows clients to collaboratively ...

0 Yilin Zhou, et al. ∙

research

∙ 03/03/2022

Weakly Supervised Object Localization as Domain Adaption

Weakly supervised object localization (WSOL) focuses on localizing objec...

0 Lei Zhu, et al. ∙

research

∙ 02/16/2022

ProsoSpeech: Enhancing Prosody With Quantized Vector Pre-training in Text-to-Speech

Expressive text-to-speech (TTS) has become a hot research topic recently...

0 Yi Ren, et al. ∙

research

∙ 12/29/2021

Background-aware Classification Activation Map for Weakly Supervised Object Localization

Weakly supervised object localization (WSOL) relaxes the requirement of ...

10 Lei Zhu, et al. ∙

research

∙ 12/17/2021

Super-resolution reconstruction of cytoskeleton image based on A-net deep learning network

To date, live-cell imaging at the nanometer scale remains challenging. E...

7 Qian Chen, et al. ∙

research

∙ 10/06/2021

PoNet: Pooling Network for Efficient Token Mixing in Long Sequences

Transformer-based models have achieved great success in various NLP, vis...

0 Chao-Hong Tan, et al. ∙

research

∙ 09/27/2021

Neighbor Discovery for VANET with Gossip Mechanism and Multi-packet Reception

Neighbor discovery (ND) is a key initial step of network configuration a...

0 Zhiqing Wei, et al. ∙

research

∙ 09/09/2021

BeamTransformer: Microphone Array-based Overlapping Speech Detection

We propose BeamTransformer, an efficient architecture to leverage beamfo...

0 Siqi Zheng, et al. ∙

research

∙ 08/02/2021

Towards Making Deep Learning-based Vulnerability Detectors Robust

Automatically detecting software vulnerabilities in source code is an im...

0 Zhen Li, et al. ∙

research

∙ 07/21/2021

From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting

Despite video forecasting has been a widely explored topic in recent yea...

3 Mengcheng Lan, et al. ∙

research

∙ 07/20/2021

Sequence Model with Self-Adaptive Sliding Window for Efficient Spoken Document Segmentation

Transcripts generated by automatic speech recognition (ASR) systems for ...

0 Qinglin Zhang, et al. ∙

research

∙ 05/30/2021

PPT: A Privacy-Preserving Global Model Training Protocol for Federated Learning in P2P Networks

The concept of Federated Learning has emerged as a convergence of distri...

0 Qian Chen, et al. ∙

research

∙ 04/28/2021

Learning Synergistic Attention for Light Field Salient Object Detection

We propose a novel Synergistic Attention Network (SA-Net) to address the...

9 Yi Zhang, et al. ∙

research

∙ 04/21/2021

Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning

In the traditional cascading architecture for spoken language understand...

0 Qian Chen, et al. ∙

research

∙ 04/21/2021

Discriminative Self-training for Punctuation Prediction

Punctuation prediction for automatic speech recognition (ASR) output tra...

0 Qian Chen, et al. ∙

research

∙ 04/01/2021

TRS: Transferability Reduced Ensemble via Encouraging Gradient Diversity and Model Smoothness

Adversarial Transferability is an intriguing property of adversarial exa...

0 Zhuolin Yang, et al. ∙

Qian Chen

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