Helin Wang

About Helin Wang

Helin Wang, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Peking University, specializes in the field of Audio Processing, Speech Processing, Natural Language Processing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Benchmarking Large Language Models on CMExam-A Comprehensive Chinese Medical Exam Dataset

Improving fairness for spoken language understanding in atypical speech with Text-to-Speech

DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction

DuTa-VC: A Duration-aware Typical-to-atypical Voice Conversion Approach with Diffusion Probabilistic Model

Diffsound: Discrete diffusion model for text-to-sound generation

Improving Target Sound Extraction with Timestamp Information

NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS

Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection

Helin Wang Information

University

Position

___

Citations(all)

498

Citations(since 2020)

498

Cited By

19

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

14

i10Index(since 2020)

14

Email

University Profile Page

Google Scholar

Helin Wang Skills & Research Interests

Audio Processing

Speech Processing

Natural Language Processing

Machine Learning

Top articles of Helin Wang

Title

Journal

Author(s)

Publication Date

Benchmarking Large Language Models on CMExam-A Comprehensive Chinese Medical Exam Dataset

Advances in Neural Information Processing Systems

Junling Liu

Peilin Zhou

Yining Hua

Dading Chong

Zhongyu Tian

...

2024/2/13

Improving fairness for spoken language understanding in atypical speech with Text-to-Speech

arXiv preprint arXiv:2311.10149

Helin Wang

Venkatesh Ravichandran

Milind Rao

Becky Lammers

Myra Sydnor

...

2023/11/16

DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction

arXiv preprint arXiv:2310.04567

Jiarui Hai

Helin Wang

Dongchao Yang

Karan Thakkar

Najim Dehak

...

2023/10/6

DuTa-VC: A Duration-aware Typical-to-atypical Voice Conversion Approach with Diffusion Probabilistic Model

Helin Wang

Thomas Thebaud

Jesus Villalba

Myra Sydnor

Becky Lammers

...

2023

Diffsound: Discrete diffusion model for text-to-sound generation

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Dongchao Yang

Jianwei Yu

Helin Wang

Wen Wang

Chao Weng

...

2023/4/28

Improving Target Sound Extraction with Timestamp Information

arXiv preprint arXiv:2204.00821

Helin Wang

Dongchao Yang

Chao Weng

Jianwei Yu

Yuexian Zou

2022/4/2

NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS

arXiv preprint arXiv:2211.02448

Dongchao Yang

Songxiang Liu

Jianwei Yu

Helin Wang

Chao Weng

...

2022/11/4

Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection

Peilin Zhou

Dading Chong

Helin Wang

Qingcheng Zeng

2022/5/23

A Mutual learning framework for Few-shot Sound Event Detection

Dongchao Yang

Helin Wang

Yuexian Zou

Zhongjie Ye

Wenwu Wang

2022/5/23

Masked spectrogram prediction for self-supervised audio pre-training

ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Dading Chong

Helin Wang

Peilin Zhou

Qingcheng Zeng

2023/6/4

RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection

arXiv preprint arXiv:2204.02143

Dongchao Yang

Helin Wang

Zhongjie Ye

Yuexian Zou

Wenwu Wang

2022/4/5

Featurecut: An adaptive data augmentation for automated audio captioning

Zhongjie Ye

Yuqing Wang

Helin Wang

Dongchao Yang

Yuexian Zou

2022/11/7

Contrastive self-supervised learning for text-independent speaker verification

Haoran Zhang

Yuexian Zou

Helin Wang

2021/6/6

Detect what you want: Target sound detection

arXiv preprint arXiv:2112.10153

Dongchao Yang

Helin Wang

Yuexian Zou

Fan Cui

Yujun Wang

2021/12/19

Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification

Proc. Interspeech 2021

Dongchao Yang

Helin Wang

Yuexian Zou

2021/5/21

Improving the Performance of Automated Audio Captioning via Integrating the Acoustic and Textual Information

arXiv preprint arXiv:2110.06100

Zhongjie Ye

Helin Wang

Dongchao Yang

Yuexian Zou

2021/10/12

TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation

Proc. Interspeech 2021

Helin Wang

Bo Wu

Lianwu Chen

Meng Yu

Jianwei Yu

...

2021/3/31

Few-shot Bioacoustic Event Detection: A Good Transductive Inference is All You Need

DCASE2021 Challenge

Dongchao Yang

Helin Wang

Zhongjie Ye

Yuexian Zou

2021/7

SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification

Helin Wang

Yuexian Zou

Wenwu Wang

2021/3/31

A global-local attention framework for weakly labelled audio tagging

Helin Wang

Yuexian Zou

Wenwu Wang

2021/6/6

See List of Professors in Helin Wang University(Peking University)

Co-Authors

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