Giampiero Salvi
About
Giampiero Salvi is Professor at the Department of Electronic Systems. He is a member of the Signal Processing Group. He is also an Associate Professor with KTH Royal Institute of Technology in Sweden. Professor Salvi has an M.Sc. in Electronic Engineering from La Sapienza University in Rome, Italy, and a PhD in Computer Science from KTH Royal Institue of Technology in Sweden.
Research Interests
- Machine Learning
- Speech Technology
- Cognitive Systems
Current Projects
- SCRIBE: Machine transcription of Norwegian conversational speech [link]
- Teflon: Technology-enhanced foreign and second-language learning of Nordic languages [link]
- NordTrans: Technology for automatic speech transcription in selected Nordic languages [link]
- Center for Geophysical Forecasting [link]
Past Projects
- Gesture learning and language acquisition in humanoid robots, Fundação para a Ciência e a Tecnologia, IST, Lisbon, Portugal
- Biologically inspired statistical methods for flexible automatic speech understanding, Swedish Research Council, KTH, Stockholm, Sweden
- Interactive Grounded Language Understanding, CHIST-ERA (EU) and Swedish Research Council, KTH, Stockholm Sweden. [link]
Publications
2023
-
Stenwig, Eline;
Salvi, Giampiero;
Salvo Rossi, Pierluigi;
Skjaervold, Nils Kristian.
(2023)
Comparison of correctly and incorrectly classified patients for in-hospital mortality prediction in the intensive care unit.
BMC Medical Research Methodology
Academic article
-
Parsons, Phoebe;
Kvale, Knut;
Svendsen, Torbjørn Karl;
Salvi, Giampiero.
(2023)
A character-based analysis of impacts of dialects on end-to-end Norwegian ASR.
University of Tartu
Academic chapter/article/Conference paper
-
Solberg, Per Erik;
Ortiz Cabello, Pablo;
Parsons, Phoebe;
Svendsen, Torbjørn Karl;
Salvi, Giampiero.
(2023)
Improving Generalization of Norwegian ASR with Limited Linguistic Resources.
University of Tartu
Academic chapter/article/Conference paper
-
Adiban, Mohammad;
Siniscalchi, Sabato Marco;
Salvi, Giampiero.
(2023)
A step-by-step training method for multi generator GANs with application to anomaly detection and cybersecurity.
Neurocomputing
Academic article
-
Getman, Yaroslav;
Phan, Nhan;
Al-Ghezi, Ragheb;
Voskoboinik, Ekaterina;
Singh, Mittul;
Grosz, Tamas.
(2023)
Developing an AI-Assisted Low-Resource Spoken Language Learning App for Children.
IEEE Access
Academic article
2022
-
Stenwig, Eline;
Salvi, Giampiero;
Salvo Rossi, Pierluigi;
Skjaervold, Nils Kristian.
(2022)
Comparative analysis of explainable machine learning prediction models for hospital mortality.
BMC Medical Research Methodology
Academic article
-
Rugayan, Janine Lizbeth Cabrera;
Svendsen, Torbjørn Karl;
Salvi, Giampiero.
(2022)
Semantically Meaningful Metrics for Norwegian ASR Systems.
Interspeech (USB)
Academic article
-
Getman, Yaroslav;
Al-Ghezi, Ragheb;
Voskoboinik, Ekaterina;
Grósz, Tamás;
Kurimo, Mikko;
Salvi, Giampiero.
(2022)
wav2vec2-based Speech Rating System for Children with Speech Sound Disorder.
Interspeech (USB)
Academic article
-
Abdelnour, Jerome;
Rouat, Jean;
Salvi, Giampiero.
(2022)
NAAQA: A Neural Architecture for Acoustic Question Answering.
IEEE Transactions on Pattern Analysis and Machine Intelligence
Academic article
2021
-
Sabzi Shahrebabaki, Abdolreza;
Salvi, Giampiero;
Svendsen, Torbjørn Karl;
Siniscalchi, Sabato Marco.
(2021)
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models.
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP)
Academic article
-
Sabzi Shahrebabaki, Abdolreza;
Siniscalchi, Sabato Marco;
Salvi, Giampiero;
Svendsen, Torbjørn Karl.
(2021)
A DNN Based Speech Enhancement Approach to Noise Robust Acoustic-to-Articulatory Inversion.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Adiban, Mohammad;
Safari, Arash;
Salvi, Giampiero.
(2021)
STEP-GAN: A One-Class Anomaly Detection Model with Applications to Power System Security.
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
Academic article
-
Stefanov, Kalin;
Adiban, Mohammad;
Salvi, Giampiero.
(2021)
Spatial Bias in Vision-Based Voice Activity Detection.
International Conference on Pattern Recognition
Academic article
2020
-
Sabzi Shahrebabaki, Abdolreza;
Siniscalchi, Marco;
Salvi, Giampiero;
Svendsen, Torbjørn Karl.
(2020)
Sequence-to-sequence articulatory inversion through time convolution of sub-band frequency signals.
Interspeech (USB)
Academic article
-
Sabzi Shahrebabaki, Abdolreza;
Olfati, Negar;
Siniscalchi, Sabato Marco;
Salvi, Giampiero;
Svendsen, Torbjørn.
(2020)
Transfer learning of articulatory information through phone information.
Interspeech (USB)
Academic article
2019
-
Stefanov, Kalin;
Salvi, Giampiero;
Kontogiorgos, Dimosthenis;
Kjellström, Hedvig;
Beskow, Jonas.
(2019)
Modeling of Human Visual Attention in Multiparty Open-World Dialogues.
ACM Transactions on Human-Robot Interaction
Academic article
-
Selamtzis, Andreas;
Castellana, Antonella;
Salvi, Giampiero;
Carullo, Alessio.
(2019)
Effect of vowel context in cepstral and entropy analysis of pathological voices.
Biomedical Signal Processing and Control
Academic article
-
Stefanov, Kalin;
Beskow, Jonas;
Salvi, Giampiero.
(2019)
Self-Supervised Vision-Based Detection of the Active Speaker as Support for Socially-Aware Language Acquisition.
IEEE Transactions on Cognitive and Developmental Systems
Academic article
-
Saponaro, Giovanni;
Jamone, Lorenzo;
Alexandre, Bernardino;
Salvi, Giampiero.
(2019)
Beyond the Self: Using Grounded Affordances to Interpret and Describe Others' Actions.
IEEE Transactions on Cognitive and Developmental Systems
Academic article
2015
-
Strömbergsson, Sofia;
Salvi, Giampiero;
House, David.
(2015)
Acoustic and perceptual evaluation of category goodness of /t/ and /k/ in typical and misarticulated children's speech.
Journal of the Acoustical Society of America
Academic article
2013
-
Koniaris, Christos;
Salvi, Giampiero;
Engwall, Olov.
(2013)
On mispronunciation analysis of individual foreign speakers using auditory periphery models.
Speech Communication
Academic article
-
Neiberg, Daniel;
Salvi, Giampiero;
Gustafson, Joakim.
(2013)
Semi-supervised methods for exploring the acoustics of simple productive feedback.
Speech Communication
Academic article
2012
-
Salvi, Giampiero;
Montesano, Luis;
Bernardino, Alexandre;
Santos-Victor, José.
(2012)
Language bootstrapping: Learning Word Meanings From Perception-Action Association.
IEEE Transactions on Cybernetics
Academic article
2009
-
Salvi, Giampiero;
Beskow, Jonas;
Al Moubayed, Samer;
Grandström, Björn.
(2009)
SynFace-Speech-Driven Facial Animation for Virtual Speech-Reading Support.
EURASIP Journal on Audio, Speech, and Music Processing
Academic article
2006
-
Salvi, Giampiero.
(2006)
Dynamic behaviour of connectionist speech recognition with strong latency constraints.
Speech Communication
Academic article
-
Salvi, Giampiero.
(2006)
Segment boundary detection via class entropy measurements in connectionist phoneme recognition.
Speech Communication
Academic article
2004
-
Siciliano, Catherine;
Williams, Geoff;
Faulkner, Andrew J.;
Salvi, Giampiero.
(2004)
Intelligibility of an ASR-controlled synthetic talking face.
Journal of the Acoustical Society of America
Academic article
Journal publications
-
Stenwig, Eline;
Salvi, Giampiero;
Salvo Rossi, Pierluigi;
Skjaervold, Nils Kristian.
(2023)
Comparison of correctly and incorrectly classified patients for in-hospital mortality prediction in the intensive care unit.
BMC Medical Research Methodology
Academic article
-
Adiban, Mohammad;
Siniscalchi, Sabato Marco;
Salvi, Giampiero.
(2023)
A step-by-step training method for multi generator GANs with application to anomaly detection and cybersecurity.
Neurocomputing
Academic article
-
Getman, Yaroslav;
Phan, Nhan;
Al-Ghezi, Ragheb;
Voskoboinik, Ekaterina;
Singh, Mittul;
Grosz, Tamas.
(2023)
Developing an AI-Assisted Low-Resource Spoken Language Learning App for Children.
IEEE Access
Academic article
-
Stenwig, Eline;
Salvi, Giampiero;
Salvo Rossi, Pierluigi;
Skjaervold, Nils Kristian.
(2022)
Comparative analysis of explainable machine learning prediction models for hospital mortality.
BMC Medical Research Methodology
Academic article
-
Rugayan, Janine Lizbeth Cabrera;
Svendsen, Torbjørn Karl;
Salvi, Giampiero.
(2022)
Semantically Meaningful Metrics for Norwegian ASR Systems.
Interspeech (USB)
Academic article
-
Getman, Yaroslav;
Al-Ghezi, Ragheb;
Voskoboinik, Ekaterina;
Grósz, Tamás;
Kurimo, Mikko;
Salvi, Giampiero.
(2022)
wav2vec2-based Speech Rating System for Children with Speech Sound Disorder.
Interspeech (USB)
Academic article
-
Abdelnour, Jerome;
Rouat, Jean;
Salvi, Giampiero.
(2022)
NAAQA: A Neural Architecture for Acoustic Question Answering.
IEEE Transactions on Pattern Analysis and Machine Intelligence
Academic article
-
Sabzi Shahrebabaki, Abdolreza;
Salvi, Giampiero;
Svendsen, Torbjørn Karl;
Siniscalchi, Sabato Marco.
(2021)
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models.
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP)
Academic article
-
Adiban, Mohammad;
Safari, Arash;
Salvi, Giampiero.
(2021)
STEP-GAN: A One-Class Anomaly Detection Model with Applications to Power System Security.
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing
Academic article
-
Stefanov, Kalin;
Adiban, Mohammad;
Salvi, Giampiero.
(2021)
Spatial Bias in Vision-Based Voice Activity Detection.
International Conference on Pattern Recognition
Academic article
-
Sabzi Shahrebabaki, Abdolreza;
Siniscalchi, Marco;
Salvi, Giampiero;
Svendsen, Torbjørn Karl.
(2020)
Sequence-to-sequence articulatory inversion through time convolution of sub-band frequency signals.
Interspeech (USB)
Academic article
-
Sabzi Shahrebabaki, Abdolreza;
Olfati, Negar;
Siniscalchi, Sabato Marco;
Salvi, Giampiero;
Svendsen, Torbjørn.
(2020)
Transfer learning of articulatory information through phone information.
Interspeech (USB)
Academic article
-
Stefanov, Kalin;
Salvi, Giampiero;
Kontogiorgos, Dimosthenis;
Kjellström, Hedvig;
Beskow, Jonas.
(2019)
Modeling of Human Visual Attention in Multiparty Open-World Dialogues.
ACM Transactions on Human-Robot Interaction
Academic article
-
Selamtzis, Andreas;
Castellana, Antonella;
Salvi, Giampiero;
Carullo, Alessio.
(2019)
Effect of vowel context in cepstral and entropy analysis of pathological voices.
Biomedical Signal Processing and Control
Academic article
-
Stefanov, Kalin;
Beskow, Jonas;
Salvi, Giampiero.
(2019)
Self-Supervised Vision-Based Detection of the Active Speaker as Support for Socially-Aware Language Acquisition.
IEEE Transactions on Cognitive and Developmental Systems
Academic article
-
Saponaro, Giovanni;
Jamone, Lorenzo;
Alexandre, Bernardino;
Salvi, Giampiero.
(2019)
Beyond the Self: Using Grounded Affordances to Interpret and Describe Others' Actions.
IEEE Transactions on Cognitive and Developmental Systems
Academic article
-
Strömbergsson, Sofia;
Salvi, Giampiero;
House, David.
(2015)
Acoustic and perceptual evaluation of category goodness of /t/ and /k/ in typical and misarticulated children's speech.
Journal of the Acoustical Society of America
Academic article
-
Koniaris, Christos;
Salvi, Giampiero;
Engwall, Olov.
(2013)
On mispronunciation analysis of individual foreign speakers using auditory periphery models.
Speech Communication
Academic article
-
Neiberg, Daniel;
Salvi, Giampiero;
Gustafson, Joakim.
(2013)
Semi-supervised methods for exploring the acoustics of simple productive feedback.
Speech Communication
Academic article
-
Salvi, Giampiero;
Montesano, Luis;
Bernardino, Alexandre;
Santos-Victor, José.
(2012)
Language bootstrapping: Learning Word Meanings From Perception-Action Association.
IEEE Transactions on Cybernetics
Academic article
-
Salvi, Giampiero;
Beskow, Jonas;
Al Moubayed, Samer;
Grandström, Björn.
(2009)
SynFace-Speech-Driven Facial Animation for Virtual Speech-Reading Support.
EURASIP Journal on Audio, Speech, and Music Processing
Academic article
-
Salvi, Giampiero.
(2006)
Dynamic behaviour of connectionist speech recognition with strong latency constraints.
Speech Communication
Academic article
-
Salvi, Giampiero.
(2006)
Segment boundary detection via class entropy measurements in connectionist phoneme recognition.
Speech Communication
Academic article
-
Siciliano, Catherine;
Williams, Geoff;
Faulkner, Andrew J.;
Salvi, Giampiero.
(2004)
Intelligibility of an ASR-controlled synthetic talking face.
Journal of the Acoustical Society of America
Academic article
Part of book/report
-
Parsons, Phoebe;
Kvale, Knut;
Svendsen, Torbjørn Karl;
Salvi, Giampiero.
(2023)
A character-based analysis of impacts of dialects on end-to-end Norwegian ASR.
University of Tartu
Academic chapter/article/Conference paper
-
Solberg, Per Erik;
Ortiz Cabello, Pablo;
Parsons, Phoebe;
Svendsen, Torbjørn Karl;
Salvi, Giampiero.
(2023)
Improving Generalization of Norwegian ASR with Limited Linguistic Resources.
University of Tartu
Academic chapter/article/Conference paper
-
Sabzi Shahrebabaki, Abdolreza;
Siniscalchi, Sabato Marco;
Salvi, Giampiero;
Svendsen, Torbjørn Karl.
(2021)
A DNN Based Speech Enhancement Approach to Noise Robust Acoustic-to-Articulatory Inversion.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper