Sabato Marco Siniscalchi

Best Publications

• A Novel Architecture of Parking Management for Smart Cities

  Tullio Giuffrè;Sabato Marco Siniscalchi;Giovanni Tesoriere

  184
  Citations

• Architecture for parking management in smart cities

  Rosamaria Elisa Barone;Tullio Giuffrè;Sabato Marco Siniscalchi;Maria Antonietta Morgano

  182
  Citations

• Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition

  Chao-Han Huck Yang;Jun Qi;Samuel Yen-Chi Chen;Pin-Yu Chen

  166
  Citations

• Exploiting deep neural networks for detection-based speech recognition

  Sabato Marco Siniscalchi;Dong Yu;Li Deng;Chin-Hui Lee

  146
  Citations

• An artificial neural network approach to automatic speech processing

  Sabato Marco Siniscalchi;Sabato Marco Siniscalchi;Torbjørn Svendsen;Chin-Hui Lee

  104
  Citations

• Improving non-native mispronunciation detection and enriching diagnostic feedback with DNN-based speech attribute modeling

  Wei Li;Sabato Marco Siniscalchi;Nancy F. Chen;Chin-Hui Lee

  94
  Citations

• Experiments on Cross-Language Attribute Detection and Phone Recognition With Minimal Target-Specific Training Data

  S. M. Siniscalchi;Dau-Cheng Lyu;T. Svendsen;Chin-Hui Lee

  92
  Citations

• An End-to-End Deep Learning Approach to Simultaneous Speech Dereverberation and Acoustic Modeling for Robust Speech Recognition

  Bo Wu;Kehuang Li;Fengpei Ge;Zhen Huang

  90
  Citations

• Rapid adaptation for deep neural networks through multi-task learning.

  Zhen Huang;Jinyu Li;Sabato Marco Siniscalchi;I-Fan Chen

  90
  Citations

• Hermitian Polynomial for Speaker Adaptation of Connectionist Speech Recognition Systems

  Sabato Marco Siniscalchi;Jinyu Li;Chin-Hui Lee

  89
  Citations

• Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition

  Dong Yu;Sabato Marco Siniscalchi;Li Deng;Chin-Hui Lee

  82
  Citations

• A study on integrating acoustic-phonetic information into lattice rescoring for automatic speech recognition

  Sabato Marco Siniscalchi;Chin-Hui Lee

  78
  Citations

• Toward a detector-based universal phone recognizer

  S.M. Siniscalchi;T. Svendsen;Chin-Hui Lee

  77
  Citations

• An Information-Extraction Approach to Speech Processing: Analysis, Detection, Verification, and Recognition

  Chin-Hui Lee;S. M. Siniscalchi

  72
  Citations

• The First Multimodal Information Based Speech Processing (Misp) Challenge: Data, Tasks, Baselines And Results

  Unknown

  69
  Citations

• Universal attribute characterization of spoken languages for automatic spoken language recognition

  Sabato Marco Siniscalchi;Jeremy Reed;TorbjøRn Svendsen;Chin-Hui Lee

  68
  Citations

• Maximum a posteriori adaptation of network parameters in deep models.

  Zhen Huang;Sabato Marco Siniscalchi;I-Fan Chen;Jinyu Li

  66
  Citations

• A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition

  Zhen Huang;Sabato Marco Siniscalchi;Chin-Hui Lee

  66
  Citations

• Detection-based ASR in the automatic speech attribute transcription project.

  Ilana Bromberg;Qian Qian;Jun Hou;Jinyu Li

  56
  Citations

• Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network-Based Vector-to-Vector Regression

  Jun Qi;Jun Du;Sabato Marco Siniscalchi;Xiaoli Ma

  50
  Citations