Roberto Gemello

763 citations

50 papers · 455 indexed · h-index 10

Impact in

Signal Processing top 2%
- Speech and Audio Processing
- Music and Audio Processing
- Blind Source Separation Techniques
Artificial Intelligence top 5%
- Speech Recognition and Synthesis
- Natural Language Processing Techniques
- Speech and dialogue systems
- Topic Modeling
- Neural Networks and Applications

Papers in ⓘ

Signal Processing 32
- Speech and Audio Processing 30
- Music and Audio Processing 15
- Blind Source Separation Techniques 5
Artificial Intelligence 45
- Speech Recognition and Synthesis 32
- Neural Networks and Applications 10
- Natural Language Processing Techniques 7
- Speech and dialogue systems 4
- Machine Learning and Algorithms 4

Co-authors: Franco Mana (39 shared papers)Stefano Scanzio (7 shared papers)Pietro Laface (7 shared papers)Renato De Mori (12 shared papers)Lorenza Saitta (3 shared papers)Sandro Cumani (2 shared papers)R. Cancelliere (2 shared papers)Felix Weninger (3 shared papers)
Journals: Machine Learning (2 papers)Computer Speech & Language (2 papers)Information Sciences (1 paper)Speech Communication (1 paper)Pattern Recognition Letters (1 paper)
Partner nations: Italy France Spain

In The Last Decade

Roberto Gemello

47 papers receiving 400 citations

Peers

Countries citing papers authored by Roberto Gemello

Since Specialization

Citations

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

Fields of papers citing papers by Roberto Gemello

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 17 scholars most cited alongside Roberto Gemello, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Roberto Gemello Line = papers co-authored together Roberto Gemello links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 50 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Linear hidden transformations for adaptation of hybrid ANN/HMM models Speech Communication ·Roberto Gemello, Franco Mana, Stefano Scanzio, Pietro Laface, Renato De Mori	2007	109
2	On the use of a multilingual neural network front-end Stefano Scanzio, Pietro Laface, L. Fissore, Roberto Gemello, Franco Mana	2008	57
3	Parallel implementation of Artificial Neural Network training for speech recognition Pattern Recognition Letters ·Stefano Scanzio, Sandro Cumani, Roberto Gemello, Franco Mana, Pietro Laface	2010	29
4	Hybrid HMM–NN modeling of stationary–transitional units for continuous speech recognition Information Sciences ·D. Albesano, Roberto Gemello, Franco Mana	2000	17
5	Semi-Supervised Learning with Data Augmentation for End-to-End ASR Felix Weninger, Franco Mana, Roberto Gemello, Jesús Andrés-Ferrer, Puming Zhan	2020	15
6	Rigel: An Inductive Learning System Machine Learning ·Roberto Gemello, Franco Mana, Lorenza Saitta	1991	13
7	Adaptation of Artificial Neural Networks Avoiding Catastrophic Forgetting The 2006 IEEE International Joint Conference on Neural Network Proceedings ·D. Albesano, Roberto Gemello, Pietro Laface, Franco Mana, Stefano Scanzio	2006	13
8	A modified Ephraim-Malah noise suppression rule for automatic speech recognition Roberto Gemello, Franco Mana, Renato De Mori	2004	13
9	Multi-source neural networks for speech recognition Roberto Gemello, D. Albesano, Franco Mana	2003	10
10	Multiple resolution analysis for robust automatic speech recognition Computer Speech & Language ·Roberto Gemello, Franco Mana, D. Albesano, Renato De Mori	2004	10
11	Parallel implementation of artificial neural network training Stefano Scanzio, Sandro Cumani, Roberto Gemello, Franco Mana, Pietro Laface	2010	9
12	Experiments on hiwire database using denoising and adaptation with a hybrid HMM-ANN model Roberto Gemello, Franco Mana, Stefano Scanzio	2007	9
13	A study on the effect of adding new dimensions to trajectories in the acoustic space D. Albesano, Renato De Mori, Roberto Gemello, Franco Mana	1999	9
14	A robust system for human-machine dialogue in telephony-based applications International Journal of Speech Technology ·D. Albesano, Paolo Baggia, Morena Danieli, Roberto Gemello, Elisabetta Gerbino, C. Rullent	1997	9
15	Rigel: An inductive learning system Machine Learning ·Roberto Gemello, Franco Mana, Lorenza Saitta	1991	8
16	Efficient training of Time Delay Neural Networks for sequential patterns Neurocomputing ·R. Cancelliere, Roberto Gemello	1996	8
17	Automatic speech recognition with a modified Ephraim-Malah rule IEEE Signal Processing Letters ·Roberto Gemello, Franco Mana, Renato De Mori	2005	8
18	Non-linear estimation of voice activity to improve automatic recognition of noisy speech Roberto Gemello, Franco Mana, Renato De Mori	2005	8
19	ML-SMART: A Problem Solver for Learning from Examples Fundamenta Informaticae ·Francesco Bergadano, Roberto Gemello, Attilio Giordana, Lorenza Saitta	1989	7
20	Experiments in confidence scoring for word and sentence verification M. Andorno, Pietro Laface, Roberto Gemello	2002	7

About Roberto Gemello

Roberto Gemello is a scholar working on Signal Processing, Artificial Intelligence, Computer Vision and Pattern Recognition, Media Technology and Experimental and Cognitive Psychology, having authored 50 papers that have together received 455 indexed citations. Recurring topics across this work include Speech Recognition and Synthesis (32 papers), Speech and Audio Processing (30 papers), Music and Audio Processing (15 papers), Neural Networks and Applications (10 papers), Natural Language Processing Techniques (7 papers), Blind Source Separation Techniques (5 papers), Speech and dialogue systems (4 papers) and Machine Learning and Algorithms (4 papers). The work is most often cited by research in Signal Processing (299 citations), Artificial Intelligence (396 citations), Computer Vision and Pattern Recognition (42 citations), Human-Computer Interaction (6 citations) and Physical Therapy, Sports Therapy and Rehabilitation (4 citations). Roberto Gemello has collaborated with scholars based in Italy, France and Spain. Frequent co-authors include Franco Mana, Stefano Scanzio, Pietro Laface, Renato De Mori, Lorenza Saitta, Sandro Cumani, R. Cancelliere, Felix Weninger, Puming Zhan and Morena Danieli. Their work appears in journals such as Machine Learning, Computer Speech & Language, Information Sciences, Speech Communication and Pattern Recognition Letters.

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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