Samuele Cornell

2.1k total citations · 2 hit papers
43 papers, 730 citations indexed

About

Samuele Cornell is a scholar working on Signal Processing, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Samuele Cornell has authored 43 papers receiving a total of 730 indexed citations (citations by other indexed papers that have themselves been cited), including 39 papers in Signal Processing, 30 papers in Artificial Intelligence and 6 papers in Computer Vision and Pattern Recognition. Recurrent topics in Samuele Cornell's work include Speech and Audio Processing (36 papers), Music and Audio Processing (30 papers) and Speech Recognition and Synthesis (29 papers). Samuele Cornell is often cited by papers focused on Speech and Audio Processing (36 papers), Music and Audio Processing (30 papers) and Speech Recognition and Synthesis (29 papers). Samuele Cornell collaborates with scholars based in Italy, United States and Japan. Samuele Cornell's co-authors include Mirco Ravanelli, Cem Subakan, Mirko Bronzi, Jianyuan Zhong, Shinji Watanabe, Zhong-Qiu Wang, Stefano Squartini, Xuankai Chang, François Grondin and Emmanuel Vincent and has published in prestigious journals such as Speech Communication, Computer Speech & Language and IEEE/ACM Transactions on Audio Speech and Language Processing.

In The Last Decade

Samuele Cornell

39 papers receiving 706 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.

Attention Is All You Need In Speech Separation

2021 345 citations Cem Subakan, Mirco Ravanelli et al. profile →
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation

2023 79 citations Zhong-Qiu Wang, Samuele Cornell 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						Papers	Cites
Samuele Cornell Italy	11	588	485	102	71	45	43	730
Ehsan Variani United States	11	884 1.5×	939 1.9×	63 0.6×	83 1.2×	38 0.8×	22	1.1k
Cem Subakan Canada	8	310 0.5×	265 0.5×	48 0.5×	53 0.7×	25 0.6×	18	434
K. K. Chin United Kingdom	10	426 0.7×	423 0.9×	71 0.7×	34 0.5×	35 0.8×	26	569
Hossein Sameti Iran	14	663 1.1×	577 1.2×	199 2.0×	73 1.0×	48 1.1×	103	848
Gordon Wichern United States	13	396 0.7×	245 0.5×	74 0.7×	165 2.3×	37 0.8×	79	567
B. Raj United States	16	843 1.4×	683 1.4×	181 1.8×	125 1.8×	25 0.6×	29	953
Liang Lu United States	19	851 1.4×	932 1.9×	84 0.8×	72 1.0×	38 0.8×	64	1.1k
Jianyuan Zhong China	2	250 0.4×	217 0.4×	40 0.4×	47 0.7×	21 0.5×	3	352
Mirko Bronzi Italy	4	276 0.5×	257 0.5×	41 0.4×	47 0.7×	22 0.5×	8	417
Thomas Fang Zheng China	16	608 1.0×	813 1.7×	33 0.3×	97 1.4×	24 0.5×	102	972

Countries citing papers authored by Samuele Cornell

Since Specialization

Citations

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

Fields of papers citing papers by Samuele Cornell

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Samuele Cornell

This figure shows the co-authorship network connecting the top 25 collaborators of Samuele Cornell. A scholar is included among the top collaborators of Samuele Cornell 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 Samuele Cornell. Samuele Cornell 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

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.

Bando, Yoshiaki, Samuele Cornell, Satoru Fukayama, & Shinji Watanabe. (2025). Investigation of Spatial Self-Supervised Learning and Its Application to Target Speaker Speech Recognition. 1–5.

Cornell, Samuele, et al.. (2024). End-to-end integration of speech separation and voice activity detection for low-latency diarization of telephone conversations. Speech Communication. 161. 103081–103081. 2 indexed citations

Cornell, Samuele, Jee-weon Jung, Shinji Watanabe, & Stefano Squartini. (2024). One Model to Rule Them All ? Towards End-to-End Joint Speaker Diarization and Speech Recognition. Università Politecnica delle Marche (Università Politecnica delle Marche). 11856–11860. 5 indexed citations

Cornell, Samuele, et al.. (2024). Diffusion-Based Generative Modeling With Discriminative Guidance for Streamable Speech Enhancement. 333–340. 1 indexed citations

Gabrielli, Leonardo, et al.. (2024). Complex-bin2bin: A Latency-Flexible Generative Neural Model for Audio Packet Loss Concealment. IEEE Transactions on Audio Speech and Language Processing. 33. 199–210. 1 indexed citations

Cornell, Samuele, et al.. (2024). Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition. 6–10. 2 indexed citations

Cornell, Samuele, Shinji Watanabe, Desh Raj, et al.. (2023). The CHiME-7 DASR Challenge: Distant Meeting Transcription with Multiple Devices in Diverse Scenarios. 1–6. 31 indexed citations

Cornell, Samuele, Zhong-Qiu Wang, Yoshiki Masuyama, et al.. (2023). Multi-Channel Speaker Extraction with Adversarial Training: The Wavlab Submission to The Clarity ICASSP 2023 Grand Challenge. Università Politecnica delle Marche (Università Politecnica delle Marche). 1–2. 5 indexed citations

10.

Cornell, Samuele, T. Balestri, & Thibaud Sénéchal. (2023). Implicit Acoustic Echo Cancellation for Keyword Spotting and Device-Directed Speech Detection. 40. 1052–1058. 2 indexed citations

11.

Cornell, Samuele, et al.. (2023). An experimental review of speaker diarization methods with application to two-speaker conversational telephone speech recordings. Computer Speech & Language. 82. 101534–101534. 2 indexed citations

12.

Subakan, Cem, Mirco Ravanelli, Samuele Cornell, François Grondin, & Mirko Bronzi. (2023). Exploring Self-Attention Mechanisms for Speech Separation. IEEE/ACM Transactions on Audio Speech and Language Processing. 31. 2169–2180. 18 indexed citations

13.

Cornell, Samuele, et al.. (2023). A Time-Frequency Generative Adversarial Based Method for Audio Packet Loss Concealment. 121–125. 6 indexed citations

14.

Cornell, Samuele, Alessio Brutti, Marco Matassoni, & Stefano Squartini. (2021). Learning to rank microphones for distant speech recognition. Università Politecnica delle Marche (Università Politecnica delle Marche). 2 indexed citations

15.

Subakan, Cem, Mirco Ravanelli, Samuele Cornell, Mirko Bronzi, & Jianyuan Zhong. (2021). Attention Is All You Need In Speech Separation. 21–25. 345 indexed citations breakdown →

16.

Serizel, Romain, et al.. (2021). The impact of non-target events in synthetic soundscapes for sound event detection. OSF Preprints (OSF Preprints). 4 indexed citations

17.

Cornell, Samuele, Maurizio Omologo, Stefano Squartini, & Emmanuel Vincent. (2021). Overlapped Speech Detection and speaker counting using distant microphone arrays. Computer Speech & Language. 72. 101306–101306. 11 indexed citations

18.

Cornell, Samuele, Efthymios Tzinis, Fabian-Robert Stöter, et al.. (2020). Asteroid: the PyTorch-based audio source separation toolkit for\n researchers. arXiv (Cornell University). 36 indexed citations

19.

Cornell, Samuele, S. Sivasankaran, Efthymios Tzinis, et al.. (2020). Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers. arXiv (Cornell University). 2637–2641. 3 indexed citations

20.

Cornell, Samuele, et al.. (2020). Filterbank Design for End-to-end Speech Separation. arXiv (Cornell University). 6364–6368. 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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