Mehrez Souden

1.3k total citations
41 papers, 923 citations indexed

About

Mehrez Souden is a scholar working on Signal Processing, Computational Mechanics and Biomedical Engineering. According to data from OpenAlex, Mehrez Souden has authored 41 papers receiving a total of 923 indexed citations (citations by other indexed papers that have themselves been cited), including 41 papers in Signal Processing, 28 papers in Computational Mechanics and 10 papers in Biomedical Engineering. Recurrent topics in Mehrez Souden's work include Speech and Audio Processing (38 papers), Advanced Adaptive Filtering Techniques (28 papers) and Music and Audio Processing (12 papers). Mehrez Souden is often cited by papers focused on Speech and Audio Processing (38 papers), Advanced Adaptive Filtering Techniques (28 papers) and Music and Audio Processing (12 papers). Mehrez Souden collaborates with scholars based in Canada, Japan and United States. Mehrez Souden's co-authors include Jacob Benesty, Sofiène Affes, Tomohiro Nakatani, Jingdong Chen, Keisuke Kinoshita, Shoko Araki, Hiroshi Sawada, Shinji Watanabe, Björn Hoffmeister and Heiga Zen and has published in prestigious journals such as IEEE Transactions on Signal Processing, The Journal of the Acoustical Society of America and IEEE Signal Processing Magazine.

In The Last Decade

Mehrez Souden

40 papers receiving 878 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Mehrez Souden Canada 14 797 504 203 142 123 41 923
Shmulik Markovich‐Golan Israel 12 767 1.0× 560 1.1× 124 0.6× 134 0.9× 116 0.9× 26 824
Andy W. H. Khong Singapore 19 821 1.0× 567 1.1× 201 1.0× 214 1.5× 65 0.5× 143 1.2k
Shengkui Zhao Singapore 13 630 0.8× 194 0.4× 231 1.1× 121 0.9× 76 0.6× 42 730
Gerald Enzner Germany 19 909 1.1× 834 1.7× 70 0.3× 117 0.8× 215 1.7× 97 1.1k
Nikolay D. Gaubitch United Kingdom 18 1.2k 1.5× 688 1.4× 292 1.4× 153 1.1× 377 3.1× 58 1.3k
Piergiorgio Svaizer Italy 20 1.1k 1.4× 524 1.0× 308 1.5× 411 2.9× 98 0.8× 62 1.3k
Athanasios Mouchtaris Greece 17 899 1.1× 224 0.4× 401 2.0× 261 1.8× 122 1.0× 97 1.1k
Takanobu Nishiura Japan 13 666 0.8× 251 0.5× 250 1.2× 112 0.8× 103 0.8× 157 830
Alastair H. Moore United Kingdom 15 604 0.8× 265 0.5× 113 0.6× 128 0.9× 166 1.3× 56 678
Akihiko Sugiyama Japan 16 1.0k 1.3× 893 1.8× 77 0.4× 98 0.7× 97 0.8× 110 1.1k

Countries citing papers authored by Mehrez Souden

Since Specialization
Citations

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

Fields of papers citing papers by Mehrez Souden

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mehrez Souden

This figure shows the co-authorship network connecting the top 25 collaborators of Mehrez Souden. A scholar is included among the top collaborators of Mehrez Souden 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 Mehrez Souden. Mehrez Souden 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.
Heydari, Mohammad, et al.. (2025). ImmerseDiffusion: A Generative Spatial Audio Latent Diffusion Model. 1–5. 1 indexed citations
2.
Higuchi, Takuya, et al.. (2021). Dynamic Curriculum Learning via Data Parameters for Noise Robust Keyword Spotting. 6848–6852. 5 indexed citations
3.
Haeb‐Umbach, Reinhold, Shinji Watanabe, Tomohiro Nakatani, et al.. (2019). Speech Processing for Digital Home Assistants: Combining Signal Processing With Deep-Learning Techniques. IEEE Signal Processing Magazine. 36(6). 111–124. 101 indexed citations
4.
Souden, Mehrez, et al.. (2013). A probabilistic approach to acoustic echo clustering and suppression. 29. 1–4. 2 indexed citations
5.
Kinoshita, Keisuke, et al.. (2013). On the robustness of distributed EM based BSS in asynchronous distributed microphone array scenarios. 3298–3302. 2 indexed citations
6.
Kinoshita, Keisuke, Mehrez Souden, & Tomohiro Nakatani. (2013). Blind source separation using spatially distributed microphones based on microphone-location dependent source activities. 822–826. 1 indexed citations
7.
Souden, Mehrez, Shoko Araki, Keisuke Kinoshita, Tomohiro Nakatani, & Hiroshi Sawada. (2013). A Multichannel MMSE-Based Framework for Speech Source Separation and Noise Reduction. IEEE Transactions on Audio Speech and Language Processing. 21(9). 1913–1928. 82 indexed citations
8.
Souden, Mehrez, Keisuke Kinoshita, & Tomohiro Nakatani. (2013). An integration of source location cues for speech clustering in distributed microphone arrays. 13 indexed citations
9.
Delcroix, Marc, Keisuke Kinoshita, Tomohiro Nakatani, et al.. (2012). Speech recognition in living rooms: Integrated speech enhancement and recognition system based on spatial, spectral and temporal modeling of sounds. Computer Speech & Language. 27(3). 851–873. 13 indexed citations
10.
Souden, Mehrez, Shoko Araki, Keisuke Kinoshita, Tomohiro Nakatani, & Hiroshi Sawada. (2012). A multichannel MMSE-based framework for joint blind source separation and noise reduction. 14. 109–112. 10 indexed citations
11.
Souden, Mehrez, Keisuke Kinoshita, Marc Delcroix, & Tomohiro Nakatani. (2011). A multichannel feature-based processing for robust speech recognition. 689–692. 2 indexed citations
12.
Benesty, Jacob, Mehrez Souden, & Yiteng Huang. (2011). A Perspective on Differential Microphone Arrays in the Context of Noise Reduction. IEEE Transactions on Audio Speech and Language Processing. 20(2). 699–704. 21 indexed citations
13.
Souden, Mehrez, Jacob Benesty, & Sofiène Affes. (2010). Linear filtering for noise reduction and interference rejection. 89–92. 1 indexed citations
14.
Souden, Mehrez, Jacob Benesty, & Sofiène Affes. (2010). A Study of the LCMV and MVDR Noise Reduction Filters. IEEE Transactions on Signal Processing. 58(9). 4925–4935. 111 indexed citations
15.
Souden, Mehrez, Jacob Benesty, & Sofiène Affes. (2009). On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction. IEEE Transactions on Audio Speech and Language Processing. 18(2). 260–276. 215 indexed citations
16.
Souden, Mehrez, Jacob Benesty, & Sofiène Affes. (2009). Broadband Source Localization From an Eigenanalysis Perspective. IEEE Transactions on Audio Speech and Language Processing. 18(6). 1575–1587. 22 indexed citations
17.
Souden, Mehrez, Jacob Benesty, & Sofiène Affes. (2009). New insights into non-causal multichannel linear filtering for noise reduction. 84. 141–144. 5 indexed citations
18.
Souden, Mehrez, et al.. (2009). Robust Doppler Spread Estimation in the Presence of a Residual Carrier Frequency Offset. IEEE Transactions on Signal Processing. 57(10). 4148–4153. 26 indexed citations
19.
Souden, Mehrez, Sofiène Affes, & Jacob Benesty. (2008). A Two-Stage Approach to Estimate the Angles of Arrival and the Angular Spreads of Locally Scattered Sources. IEEE Transactions on Signal Processing. 56(5). 1968–1983. 42 indexed citations
20.
Souden, Mehrez, Jacob Benesty, & Sofiène Affes. (2008). Microphone arrays for noise reduction with low signal distortion in room acoustics. Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing. 5. 77–80. 1 indexed citations

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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