Helin Wang

599 total citations · 1 hit paper
24 papers, 319 citations indexed

About

Helin Wang is a scholar working on Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Helin Wang has authored 24 papers receiving a total of 319 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Signal Processing, 13 papers in Artificial Intelligence and 4 papers in Computer Vision and Pattern Recognition. Recurrent topics in Helin Wang's work include Speech and Audio Processing (17 papers), Music and Audio Processing (15 papers) and Speech Recognition and Synthesis (10 papers). Helin Wang is often cited by papers focused on Speech and Audio Processing (17 papers), Music and Audio Processing (15 papers) and Speech Recognition and Synthesis (10 papers). Helin Wang collaborates with scholars based in China, United Kingdom and United States. Helin Wang's co-authors include Yuexian Zou, Dongchao Yang, Wenwu Wang, Chao Weng, Jianwei Yu, Dong Yu, Wen Wang, Peilin Zhou, Najim Dehak and Dongyan Huang and has published in prestigious journals such as IEEE Signal Processing Letters, IEEE/ACM Transactions on Audio Speech and Language Processing and Rare & Special e-Zone (The Hong Kong University of Science and Technology).

In The Last Decade

Helin Wang

21 papers receiving 311 citations

Hit Papers

Diffsound: Discrete Diffusion Model for Text-to-Sound Gen... 2023 2026 2024 2025 2023 25 50 75 100
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Diffsound: Discrete Diffusion Model for Text-to-Sound Generation
    2023 108 citations Dongchao Yang, Jianwei Yu et al. IEEE/ACM Transactions on Audio Speech and Language Processing profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Helin Wang China 10 220 158 109 17 15 24 319
Yasunori Ohishi Japan 11 263 1.2× 183 1.2× 103 0.9× 8 0.5× 12 0.8× 36 322
Zejun Ma China 11 289 1.3× 273 1.7× 103 0.9× 6 0.4× 11 0.7× 42 423
Hardik B. Sailor India 9 327 1.5× 257 1.6× 78 0.7× 22 1.3× 13 0.9× 35 386
A. Revathi India 9 181 0.8× 133 0.8× 70 0.6× 7 0.4× 26 1.7× 53 276
Xingjian Du China 6 175 0.8× 101 0.6× 76 0.7× 8 0.5× 10 0.7× 16 232
Beat Pfister Switzerland 8 148 0.7× 194 1.2× 59 0.5× 14 0.8× 10 0.7× 33 293
Soham Deshmukh United Kingdom 6 144 0.7× 122 0.8× 67 0.6× 5 0.3× 11 0.7× 14 233
Shabnam Ghaffarzadegan United States 12 179 0.8× 178 1.1× 36 0.3× 3 0.2× 20 1.3× 24 325
Anurag Chowdhury United States 8 154 0.7× 97 0.6× 109 1.0× 5 0.3× 8 0.5× 13 271
Heinrich Dinkel China 12 384 1.7× 317 2.0× 100 0.9× 3 0.2× 8 0.5× 30 439

Countries citing papers authored by Helin Wang

Since Specialization
Citations

This map shows the geographic impact of Helin Wang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Helin Wang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Helin Wang more than expected).

Fields of papers citing papers by Helin Wang

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Helin Wang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Helin Wang. The network helps show where Helin Wang may publish in the future.

Co-authorship network of co-authors of Helin Wang

This figure shows the co-authorship network connecting the top 25 collaborators of Helin Wang. A scholar is included among the top collaborators of Helin Wang based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Helin Wang. Helin Wang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Wang, Helin, et al.. (2025). SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer. 1–5. 1 indexed citations
2.
3.
Wang, Helin, et al.. (2024). DreamVoice: Text-Guided Voice Conversion. 4373–4377.
4.
Wang, Helin. (2024). The Application of Compressed Sensing in Clinical Disease Diagnosis and Future Directions. 4(3). 350–353. 2 indexed citations
5.
Wang, Helin, et al.. (2024). Noise-robust Speech Separation with Fast Generative Correction. 2165–2169. 1 indexed citations
6.
Wang, Helin, et al.. (2024). DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction. 1196–1200. 4 indexed citations
7.
Yang, Dongchao, Jianwei Yu, Helin Wang, et al.. (2023). Diffsound: Discrete Diffusion Model for Text-to-Sound Generation. IEEE/ACM Transactions on Audio Speech and Language Processing. 31. 1720–1733. 108 indexed citations breakdown →
8.
9.
Yang, Dongchao, et al.. (2023). NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS. 4798–4802. 9 indexed citations
10.
Wang, Helin, et al.. (2023). Diabetes prediction and analysis using machine learning models. 81–81. 1 indexed citations
11.
Yang, Dongchao, et al.. (2022). A Mutual Learning Framework for Few-Shot Sound Event Detection. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 811–815. 9 indexed citations
12.
Wang, Yuqing, et al.. (2022). FeatureCut: An Adaptive Data Augmentation for Automated Audio Captioning. 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). 313–318. 4 indexed citations
13.
Zhou, Peilin, et al.. (2022). Calibrate and Refine! A Novel and Agile Framework for ASR Error Robust Intent Detection. Interspeech 2022. 1096–1100. 1 indexed citations
14.
Huang, Zhiqi, Fenglin Liu, Xian Wu, et al.. (2021). Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention. Proceedings of the AAAI Conference on Artificial Intelligence. 35(14). 13098–13106. 14 indexed citations
15.
Wang, Helin, Bo Wu, Lianwu Chen, et al.. (2021). TeCANet: Temporal-Contextual Attention Network for Environment-Aware Speech Dereverberation. 1109–1113. 7 indexed citations
16.
Zou, Yuexian, et al.. (2021). Contrastive Self-Supervised Learning for Text-Independent Speaker Verification. 6713–6717. 34 indexed citations
17.
Wang, Helin, Yuexian Zou, & Wenwu Wang. (2021). SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification. 551–555. 19 indexed citations
18.
Wang, Helin, Yuexian Zou, & Wenwu Wang. (2021). A Global-Local Attention Framework for Weakly Labelled Audio Tagging. 351–355. 6 indexed citations
19.
Wang, Helin, et al.. (2020). Environmental Sound Classification with Parallel Temporal-Spectral Attention. 821–825. 31 indexed citations
20.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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