Fabio Vesperini
About
In The Last Decade
Fabio Vesperini
15 papers receiving 429 citations
Peers
Comparison fields: 5 of 75
- Signal Processing 242
- Artificial Intelligence 223
- Computer Vision and Pattern Recognition 83
- Civil and Structural Engineering 51
- Control and Systems Engineering 46
Countries citing papers authored by Fabio Vesperini
This map shows the geographic impact of Fabio Vesperini'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 Fabio Vesperini with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Fabio Vesperini more than expected).
Fields of papers citing papers by Fabio Vesperini
This network shows the impact of papers produced by Fabio Vesperini. 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 Fabio Vesperini. The network helps show where Fabio Vesperini may publish in the future.
Co-authorship network of co-authors of Fabio Vesperini
This figure shows the co-authorship network connecting the top 25 collaborators of Fabio Vesperini. A scholar is included among the top collaborators of Fabio Vesperini 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 Fabio Vesperini. Fabio Vesperini is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Title | Journal | Authors | Indexed citations |
|---|---|---|---|---|
| 1 | Polyphonic Sound Event Detection by Using Capsule Neural Networks | IEEE Journal of Selected Topics in Signal Processing | Fabio Vesperini, Leonardo Gabrielli et al. | 37 |
| 2 | Processing Acoustic Data with Siamese Neural Networks for Enhanced Road Roughness Classification | Università Politecnica delle Marche (Università Politecnica delle Marche) | Leonardo Gabrielli, Fabio Vesperini et al. | 10 |
| 3 | Deep Neural Networks for Road Surface Roughness Classification from Acoustic Signals | Journal of the Audio Engineering Society | Leonardo Gabrielli, Fabio Vesperini et al. | 5 |
| 4 | Deep Learning for Timbre Modification and Transfer: An Evaluation Study | Journal of the Audio Engineering Society | Leonardo Gabrielli, Fabio Vesperini et al. | 1 |
| 5 | Few-Shot Siamese Neural Networks Employing Audio Features for Human-Fall Detection | Università Politecnica delle Marche (Università Politecnica delle Marche) | Fabio Vesperini, Emanuele Principi et al. | 21 |
| 6 | Hierarchic Conv Nets Framework for Rare Sound Event Detection | Università Politecnica delle Marche (Università Politecnica delle Marche) | Fabio Vesperini, Emanuele Principi et al. | 6 |
| 7 | Snore Sounds Excitation Localization by Using Scattering Transform and Deep Neural Networks | Università Politecnica delle Marche (Università Politecnica delle Marche) | Fabio Vesperini, Andrea Galli et al. | 9 |
| 8 | Acoustic novelty detection with adversarial autoencoders | Università Politecnica delle Marche (Università Politecnica delle Marche) | Emanuele Principi, Fabio Vesperini et al. | 29 |
| 9 | Deep Recurrent Neural Network-Based Autoencoders for Acoustic Novelty Detection | Computational Intelligence and Neuroscience | Erik Marchi, Fabio Vesperini et al. | 50 |
| 10 | Localizing speakers in multiple rooms by using Deep Neural Networks | Computer Speech & Language | Fabio Vesperini, Emanuele Principi et al. | 29 |
| 11 | A neural network approach for sound event detection in real life audio | Università Politecnica delle Marche (Università Politecnica delle Marche) | Fabio Vesperini, Emanuele Principi et al. | 5 |
| 12 | Deep neural networks for Multi-Room Voice Activity Detection: Advancements and comparative evaluation | Università Politecnica delle Marche (Università Politecnica delle Marche) | Fabio Vesperini, Emanuele Principi et al. | 17 |
| 13 | A neural network based algorithm for speaker localization in a multi-room environment | Università Politecnica delle Marche (Università Politecnica delle Marche) | Fabio Vesperini, Emanuele Principi et al. | 54 |
| 14 | Non-linear prediction with LSTM recurrent neural networks for acoustic novelty detection | OPUS (Augsburg University) | Erik Marchi, Fabio Vesperini et al. | 38 |
| 15 | A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks | OPUS (Augsburg University) | Erik Marchi, Fabio Vesperini et al. | 133 |
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.