Wangyou Zhang

1.8k total citations · 1 hit paper
43 papers, 1.0k citations indexed

About

Wangyou Zhang is a scholar working on Signal Processing, Artificial Intelligence and Computational Mechanics. According to data from OpenAlex, Wangyou Zhang has authored 43 papers receiving a total of 1.0k indexed citations (citations by other indexed papers that have themselves been cited), including 33 papers in Signal Processing, 33 papers in Artificial Intelligence and 6 papers in Computational Mechanics. Recurrent topics in Wangyou Zhang's work include Speech and Audio Processing (33 papers), Speech Recognition and Synthesis (32 papers) and Music and Audio Processing (21 papers). Wangyou Zhang is often cited by papers focused on Speech and Audio Processing (33 papers), Speech Recognition and Synthesis (32 papers) and Music and Audio Processing (21 papers). Wangyou Zhang collaborates with scholars based in China, United States and Japan. Wangyou Zhang's co-authors include Shinji Watanabe, Xuankai Chang, Yanmin Qian, Tomoki Hayashi, Hirofumi Inaguma, Takaaki Hori, Shigeki Karita, Xiaofei Wang, Takenori Yoshimura and Masao Someki and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Signal Processing Magazine and Applied Sciences.

In The Last Decade

Wangyou Zhang

39 papers receiving 979 citations

Hit Papers

align trajectories

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.

A Comparative Study on Transformer vs RNN in Speech Applications

2019 439 citations Shigeki Karita, Nanxin Chen et al. arXiv (Cornell University) profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Wangyou Zhang China	14	830	693	61	54	36	43	1.0k
Ehsan Variani United States	11	939 1.1×	884 1.3×	63 1.0×	83 1.5×	38 1.1×	22	1.1k
Liang Lu United States	19	932 1.1×	851 1.2×	84 1.4×	72 1.3×	38 1.1×	64	1.1k
Shigeki Karita Japan	13	1.5k 1.8×	1.1k 1.6×	53 0.9×	116 2.1×	36 1.0×	26	1.8k
Tsubasa Ochiai Japan	7	897 1.1×	681 1.0×	51 0.8×	71 1.3×	16 0.4×	11	1.0k
B. Raj United States	16	683 0.8×	843 1.2×	181 3.0×	125 2.3×	25 0.7×	29	953
K. K. Chin United Kingdom	10	423 0.5×	426 0.6×	71 1.2×	34 0.6×	35 1.0×	26	569
J. McDonough Germany	13	655 0.8×	556 0.8×	47 0.8×	69 1.3×	11 0.3×	24	767
Thomas Fang Zheng China	16	813 1.0×	608 0.9×	33 0.5×	97 1.8×	24 0.7×	102	972
Hirofumi Inaguma Japan	15	913 1.1×	519 0.7×	10 0.2×	81 1.5×	20 0.6×	35	1.0k
Tom Ko China	13	1.6k 1.9×	1.3k 1.9×	31 0.5×	167 3.1×	34 0.9×	44	1.8k

Countries citing papers authored by Wangyou Zhang

Since Specialization

Citations

This map shows the geographic impact of Wangyou Zhang'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 Wangyou Zhang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Wangyou Zhang more than expected).

Fields of papers citing papers by Wangyou Zhang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Wangyou Zhang. 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 Wangyou Zhang. The network helps show where Wangyou Zhang may publish in the future.

Co-authorship network of co-authors of Wangyou Zhang

This figure shows the co-authorship network connecting the top 25 collaborators of Wangyou Zhang. A scholar is included among the top collaborators of Wangyou Zhang 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 Wangyou Zhang. Wangyou Zhang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Jung, Jee-weon, Yihan Wu, Ji-Hoon Kim, et al.. (2025). SpoofCeleb: Speech Deepfake Detection and SASV in the Wild. IEEE Open Journal of Signal Processing. 6. 68–77. 2 indexed citations

2.

Masuyama, Yoshiki, Xuankai Chang, Wangyou Zhang, et al.. (2025). An end-to-end integration of speech separation and recognition with self-supervised learning representation. Computer Speech & Language. 95. 101813–101813.

3.

Zhang, Wangyou, Samuele Cornell, Robin Scheibler, et al.. (2025). Lessons Learned from the URGENT 2024 Speech Enhancement Challenge. 853–857.

4.

Chen, William, Wangyou Zhang, Yifan Peng, et al.. (2024). Towards Robust Speech Representation Learning for Thousands of Languages. 10205–10224. 1 indexed citations

5.

Chang, Xuankai, Shinji Watanabe, Marc Delcroix, et al.. (2024). Module-Based End-to-End Distant Speech Processing: A case study of far-field automatic speech recognition. IEEE Signal Processing Magazine. 41(6). 39–50.

6.

Zhang, Wangyou, et al.. (2024). Generation-Based Target Speech Extraction with Speech Discretization and Vocoder. 12612–12616. 2 indexed citations

7.

Zhang, Wangyou, Jee-weon Jung, & Yanmin Qian. (2024). Improving Design of Input Condition Invariant Speech Enhancement. 10696–10700. 2 indexed citations

8.

Zhang, Wangyou, et al.. (2023). Two-Stage Single-Channel Speech Enhancement with Multi-Frame Filtering. Applied Sciences. 13(8). 4926–4926. 2 indexed citations

9.

Zhang, Wangyou, et al.. (2023). A Single Speech Enhancement Model Unifying Dereverberation, Denoising, Speaker Counting, Separation, And Extraction. 1–6. 2 indexed citations

10.

Zhang, Wangyou & Yanmin Qian. (2023). Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition. 3517–3521. 6 indexed citations

11.

Zhang, Wangyou, et al.. (2023). Exploring Time-Frequency Domain Target Speaker Extraction For Causal and Non-Causal Processing. 1–6. 2 indexed citations

12.

Zhang, Wangyou, Xuankai Chang, Christoph Boeddeker, et al.. (2022). End-to-End Dereverberation, Beamforming, and Speech Recognition in a Cocktail Party. IEEE/ACM Transactions on Audio Speech and Language Processing. 30. 3173–3188. 13 indexed citations

13.

Zhang, Wangyou, Zhuo Chen, Naoyuki Kanda, et al.. (2022). Separating Long-Form Speech with Group-wise Permutation Invariant Training. Interspeech 2022. 5383–5387. 4 indexed citations

14.

Wang, Wei, et al.. (2022). Text-Informed Knowledge Distillation for Robust Speech Enhancement and Recognition. 334–338. 2 indexed citations

15.

Zhang, Wangyou, Christoph Boeddeker, Shinji Watanabe, et al.. (2021). End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend. arXiv (Cornell University). 23 indexed citations

16.

Guo, Pengcheng, Xuankai Chang, Tomoki Hayashi, et al.. (2021). Recent Developments on Espnet Toolkit Boosted By Conformer. 5874–5878. 149 indexed citations

17.

Zhang, Wangyou, et al.. (2020). Feasibility of non‐destructive evaluation for apple crispness based on portable acoustic signal. International Journal of Food Science & Technology. 56(5). 2375–2383. 6 indexed citations

18.

Li, Chenda, Jing Shi, Wangyou Zhang, et al.. (2020). ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration. arXiv (Cornell University). 53 indexed citations

19.

Zhang, Wangyou, Xuankai Chang, & Yanmin Qian. (2019). Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System. 2633–2637. 6 indexed citations

20.

Karita, Shigeki, Nanxin Chen, Tomoki Hayashi, et al.. (2019). A Comparative Study on Transformer vs RNN in Speech Applications. arXiv (Cornell University). 449–456. 439 indexed citations breakdown →

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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