SINISCALCHI, Sabato Marco
SINISCALCHI, Sabato Marco
Ingegneria
A Cross-Task Transfer Learning Approach to Adapting Deep Speech Enhancement Models to Unseen Background Noise Using Paired Senone Classifiers
2020-01-01 Wang, Sicheng; Li, Wei; Siniscalchi, Sabato Marco; Lee, Chin-Hui
A DNN Based Speech Enhancement Approach to Noise Robust Acoustic-to-Articulatory Inversion
2021-01-01 Shahrebabaki, Abdolreza Sabzi; Siniscalchi, Sabato Marco; Salvi, Giampiero; Svendsen, Torbjorn
A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models
2023-01-01 Ku P.-J.; Yang C.-H.H.; Siniscalchi S.M.; Lee C.-H.
A Phonetic-Level Analysis of Different Input Features for Articulatory Inversion
2019-01-01 Shahrebabaki, Abdolreza Sabzi; Olfati, Negar; Imran, Ali Shariq; Siniscalchi, Sabato Marco; Svendsen, Torbjørn
A step-by-step training method for multi generator GANs with application to anomaly detection and cybersecurity
2023-06-07 Adiban, M; Siniscalchi, SM; Salvi, G
A Study of Perceptron Mapping Capability to Design Speech Event Detectors
2006-01-01 SINISCALCHI, SM; CLEMENTS, MA; GENTILE, A; VASSALLO, G; SORBELLO, F
A study on lattice rescoring with knowledge scores for automatic speech recognition
2006-01-01 S. M. SINISCALCHI; J. LI; AND C.-H. LEE
A Theory on Deep Neural Network Based Vector-to-Vector Regression With an Illustration of Its Expressive Power in Speech Enhancement
2019-01-01 J. Qi; J. Du; S. M. SINISCALCHI; C. -H. Lee
A Two-Stage Approach to Device-Robust Acoustic Scene Classification
2021-01-01 Hu, Hu; Yang, Chao-Han Huck; Xia, Xianjun; Bai, Xue; Tang, Xin; Wang, Yajian; Niu, Shutong; Chai, Li; Li, Juanjuan; Zhu, Hongning; Bao, Feng; Zhao, Yuanjun; Siniscalchi, Sabato Marco; Wang, Yannan; Du, Jun; Lee, Chin-Hui
A Two-Stage Deep Modeling Approach to Articulatory Inversion
2021-01-01 Shahrebabaki, Abdolreza Sabzi; Olfati, Negar; Imran, Ali Shariq; Hallstein Johnsen, Magne; Siniscalchi, Sabato Marco; Svendsen, Torbjorn
A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer
2022-01-01 Hu, Hu; Siniscalchi, Sabato Marco; Yang, Chao-Han Huck; Lee, Chin-Hui
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models
2022-01-01 Shahrebabaki, Abdolreza Sabzi; Salvi, Giampiero; Svendsen, Torbjorn; Siniscalchi, Sabato Marco
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances
2020-01-01 Hu, Hu; Siniscalchi, Sabato Marco; Wang, Yannan; Bai, Xue; Du, Jun; Lee, Chin-Hui
An End-to-End Deep Learning Approach to Simultaneous Speech Dereverberation and Acoustic Modeling for Robust Speech Recognition
2017-12-01 Bo Wu; Kehuang Li; Fengpei Ge; Huang Zhen; Yang Minglei; Sabato Marco Siniscalchi; Chin-Hui Lee
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition
2022-01-01 Yang C.-H.H.; Qi J.; Siniscalchi S.M.; Lee C.-H.
AN EXPERIMENTAL STUDY ON PRIVATE AGGREGATION OF TEACHER ENSEMBLE LEARNING FOR END-TO-END SPEECH RECOGNITION
2022-01-01 Yang, CHH; Chen, IF; Stolcke, A; Siniscalchi, SM; Lee, CH
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network-Based Vector-to-Vector Regression
2020-05-01 Qi J.; Du J.; Siniscalchi S.M.; Ma X.; Lee C.-H.
Application of EalphaNets to Feature Recognition of Articulation Manner in Knowledge-Based Automatic Speech Recognition
2006-01-01 Siniscalchi, SM; Li,J; Pilato, G; Vassallo, g; Clements,M A; Gentile, A; Sorbello, F
Application of Enets to Feature Recognition of Articulation Manner in Knowledge-based Automatic Speech Recognition
2005-01-01 SINISCALCHI SM; LI J; PILATO G; GENTILE A; CLEMENTS M A; SORBELLO F
Audio-Visual Speech Enhancement using Hierarchical Extreme Learning Machine
2019-01-01 Hussain, Tassadaq; Tsao, Yu; Wang, Hsin-Min; Wang, Jia-Ching; Siniscalchi, Sabato Marco; Liao, Wen-Hung
| Data di pubblicazione | Titolo | Autori | Tipologia | Autore(i) | File |
|---|---|---|---|---|---|
| 1-gen-2020 | A Cross-Task Transfer Learning Approach to Adapting Deep Speech Enhancement Models to Unseen Background Noise Using Paired Senone Classifiers | Siniscalchi, Sabato Marco + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Wang, Sicheng; Li, Wei; Siniscalchi, Sabato Marco; Lee, Chin-Hui | |
| 1-gen-2021 | A DNN Based Speech Enhancement Approach to Noise Robust Acoustic-to-Articulatory Inversion | Siniscalchi, Sabato Marco + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Shahrebabaki, Abdolreza Sabzi; Siniscalchi, Sabato Marco; Salvi, Giampiero; Svendsen, Torbjorn | |
| 1-gen-2023 | A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models | Siniscalchi S. M. + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Ku P.-J.; Yang C.-H.H.; Siniscalchi S.M.; Lee C.-H. | |
| 1-gen-2019 | A Phonetic-Level Analysis of Different Input Features for Articulatory Inversion | Siniscalchi, Sabato Marco + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Shahrebabaki, Abdolreza Sabzi; Olfati, Negar; Imran, Ali Shariq; Siniscalchi, Sabato Marco; Svendsen, Torbjørn | |
| 7-giu-2023 | A step-by-step training method for multi generator GANs with application to anomaly detection and cybersecurity | Siniscalchi, SM + | 01 - Contributo in rivista::1.01 Articolo in rivista | Adiban, M; Siniscalchi, SM; Salvi, G | |
| 1-gen-2006 | A Study of Perceptron Mapping Capability to Design Speech Event Detectors | SINISCALCHI, Sabato MarcoGENTILE, AntonioVASSALLO, GiorgioSORBELLO, Filippo + | 10 - Proceedings::Proceedings | SINISCALCHI, SM; CLEMENTS, MA; GENTILE, A; VASSALLO, G; SORBELLO, F | |
| 1-gen-2006 | A study on lattice rescoring with knowledge scores for automatic speech recognition | S. M. SINISCALCHI + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | S. M. SINISCALCHI; J. LI; AND C.-H. LEE | |
| 1-gen-2019 | A Theory on Deep Neural Network Based Vector-to-Vector Regression With an Illustration of Its Expressive Power in Speech Enhancement | S. M. SINISCALCHI + | 01 - Contributo in rivista::1.01 Articolo in rivista | J. Qi; J. Du; S. M. SINISCALCHI; C. -H. Lee | |
| 1-gen-2021 | A Two-Stage Approach to Device-Robust Acoustic Scene Classification | Siniscalchi, Sabato Marco + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Hu, Hu; Yang, Chao-Han Huck; Xia, Xianjun; Bai, Xue; Tang, Xin; Wang, Yajian; Niu, Shutong; Chai, Li; Li, Juanjuan; Zhu, Hongning; Bao, Feng; Zhao, Yuanjun; Siniscalchi, Sabato Marco; Wang, Yannan; Du, Jun; Lee, Chin-Hui | |
| 1-gen-2021 | A Two-Stage Deep Modeling Approach to Articulatory Inversion | Siniscalchi, Sabato Marco + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Shahrebabaki, Abdolreza Sabzi; Olfati, Negar; Imran, Ali Shariq; Hallstein Johnsen, Magne; Siniscalchi, Sabato Marco; Svendsen, Torbjorn | |
| 1-gen-2022 | A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer | Siniscalchi, Sabato Marco + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Hu, Hu; Siniscalchi, Sabato Marco; Yang, Chao-Han Huck; Lee, Chin-Hui | |
| 1-gen-2022 | Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models | Siniscalchi, Sabato Marco + | 01 - Contributo in rivista::1.01 Articolo in rivista | Shahrebabaki, Abdolreza Sabzi; Salvi, Giampiero; Svendsen, Torbjorn; Siniscalchi, Sabato Marco | |
| 1-gen-2020 | An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances | Siniscalchi, Sabato Marco + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Hu, Hu; Siniscalchi, Sabato Marco; Wang, Yannan; Bai, Xue; Du, Jun; Lee, Chin-Hui | |
| 1-dic-2017 | An End-to-End Deep Learning Approach to Simultaneous Speech Dereverberation and Acoustic Modeling for Robust Speech Recognition | Sabato Marco Siniscalchi + | 01 - Contributo in rivista::1.01 Articolo in rivista | Bo Wu; Kehuang Li; Fengpei Ge; Huang Zhen; Yang Minglei; Sabato Marco Siniscalchi; Chin-Hui Lee | |
| 1-gen-2022 | An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition | Siniscalchi S. M. + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Yang C.-H.H.; Qi J.; Siniscalchi S.M.; Lee C.-H. | |
| 1-gen-2022 | AN EXPERIMENTAL STUDY ON PRIVATE AGGREGATION OF TEACHER ENSEMBLE LEARNING FOR END-TO-END SPEECH RECOGNITION | Siniscalchi, SM + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Yang, CHH; Chen, IF; Stolcke, A; Siniscalchi, SM; Lee, CH | |
| 1-mag-2020 | Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network-Based Vector-to-Vector Regression | Siniscalchi S. M. + | 01 - Contributo in rivista::1.01 Articolo in rivista | Qi J.; Du J.; Siniscalchi S.M.; Ma X.; Lee C.-H. | |
| 1-gen-2006 | Application of EalphaNets to Feature Recognition of Articulation Manner in Knowledge-Based Automatic Speech Recognition | VASSALLO, GiorgioGENTILE, AntonioSORBELLO, FilippoSINISCALCHI, Sabato Marco + | 02 - Contributo in volume::2.01 Capitolo o Saggio | Siniscalchi, SM; Li,J; Pilato, G; Vassallo, g; Clements,M A; Gentile, A; Sorbello, F | |
| 1-gen-2005 | Application of Enets to Feature Recognition of Articulation Manner in Knowledge-based Automatic Speech Recognition | SINISCALCHI, Sabato MarcoGENTILE, AntonioSORBELLO, Filippo + | 02 - Contributo in volume::2.01 Capitolo o Saggio | SINISCALCHI SM; LI J; PILATO G; GENTILE A; CLEMENTS M A; SORBELLO F | |
| 1-gen-2019 | Audio-Visual Speech Enhancement using Hierarchical Extreme Learning Machine | Siniscalchi, Sabato Marco + | 02 - Contributo in volume::2.07 Contributo in atti di convegno pubblicato in volume | Hussain, Tassadaq; Tsao, Yu; Wang, Hsin-Min; Wang, Jia-Ching; Siniscalchi, Sabato Marco; Liao, Wen-Hung |