Giovanni Costantini
- Signal Processing top 2%
- Artificial Intelligence top 5%
- Experimental and Cognitive Psychology top 5%
- Physiology top 10%
- Computer Vision and Pattern Recognition top 5%
- Co-authors
- Massimiliano TodiscoGiovanni SaggioR. PerfettiFrancesco AsciAntonio SuppaEmilia Parada‐CabaleiroPietro LeoElisa Ricci
- Topics
- Music and Audio Processing (38 papers)Speech and Audio Processing (33 papers)Music Technology and Sound Studies (25 papers)
- Cited by
- Signal ProcessingExperimental and Cognitive PsychologyPhysical Therapy, Sports Therapy and Rehabilitation
- Partner nations
- ItalyUnited StatesUnited Kingdom
In The Last Decade
Giovanni Costantini
104 papers receiving 986 citations
Peers
Comparison fields: 5 of 100
- Signal Processing 378
- Artificial Intelligence 370
- Experimental and Cognitive Psychology 250
- Physiology 232
- Computer Vision and Pattern Recognition 192
Countries citing papers authored by Giovanni Costantini
This map shows the geographic impact of Giovanni Costantini'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 Giovanni Costantini with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Giovanni Costantini more than expected).
Fields of papers citing papers by Giovanni Costantini
This network shows the impact of papers produced by Giovanni Costantini. 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 Giovanni Costantini. The network helps show where Giovanni Costantini may publish in the future.
Co-authorship network of co-authors of Giovanni Costantini
This figure shows the co-authorship network connecting the top 25 collaborators of Giovanni Costantini. A scholar is included among the top collaborators of Giovanni Costantini 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 Giovanni Costantini. Giovanni Costantini is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 20 | |
| 5 | 9 | |
| 6 | 41 | |
| 7 | 22 | |
| 8 | 1 | |
| 9 | 19 | |
| 10 | 7 | |
| 11 | 34 | |
| 12 | Texture: a Granular Synthesizer for Real-Time Sound Generation | 1 |
| 13 | NMF based dictionary learning for automatic transcription of polyphonic piano music | 1 |
| 14 | A hardware-implementable system for retinal vessel segmentation | 5 |
| 15 | A new method for musical onset detection in polyphonic piano music | 2 |
| 16 | Design of associative memory for gray-scale images by multilayer Hopfield neural networks | 1 |
| 17 | CNN based unsupervised pattern classification for linearly and non linearly separable data sets | 2 |
| 18 | Recognition of musical chord notes | 0 |
| 19 | Multilayer Spline Neural Networks for Speech Denoising in Frequency Domain | 1 |
| 20 | Recognition of musical instruments by statistical classification | 0 |
About Giovanni Costantini
Giovanni Costantini is a scholar working on Signal Processing, Physical Therapy, Sports Therapy and Rehabilitation and Computer Vision and Pattern Recognition, having authored 115 papers that have together received 1.0k indexed citations. Recurring topics across this work include Music and Audio Processing (38 papers), Speech and Audio Processing (33 papers) and Music Technology and Sound Studies (25 papers). The work is most often cited by research in Signal Processing (378 citations), Experimental and Cognitive Psychology (250 citations) and Physical Therapy, Sports Therapy and Rehabilitation (51 citations). Giovanni Costantini has collaborated with scholars based in Italy, United States and United Kingdom. Frequent co-authors include Massimiliano Todisco, Giovanni Saggio, R. Perfetti, Francesco Asci, Antonio Suppa, Emilia Parada‐Cabaleiro, Pietro Leo, Elisa Ricci, Antonio Pisani and Björn W. Schuller. Their work appears in journals such as PLoS ONE, Chemical Physics Letters and Expert Systems with Applications.
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.