| On mean absolute error for deep neural network based vector-to-vector regression J Qi, J Du, SM Siniscalchi, X Ma, CH Lee IEEE Signal Processing Letters 27, 1485-1489, 2020 | 180 | 2020 |
| A novel architecture of parking management for smart cities T Giuffrè, SM Siniscalchi, G Tesoriere Procedia-Social and Behavioral Sciences 53, 16-28, 2012 | 175 | 2012 |
| Architecture for parking management in smart cities RE Barone, T Giuffrè, SM Siniscalchi, MA Morgano, G Tesoriere IET Intelligent Transport Systems 8 (5), 445-452, 2014 | 168 | 2014 |
| Exploiting deep neural networks for detection-based speech recognition SM Siniscalchi, D Yu, L Deng, CH Lee Neurocomputing 106, 148-157, 2013 | 143 | 2013 |
| Decentralizing feature extraction with quantum convolutional neural network for automatic speech recognition CHH Yang, J Qi, SYC Chen, PY Chen, SM Siniscalchi, X Ma, CH Lee ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 105 | 2021 |
| Improving non-native mispronunciation detection and enriching diagnostic feedback with DNN-based speech attribute modeling W Li, SM Siniscalchi, NF Chen, CH Lee 2016 IEEE international conference on acoustics, speech and signal …, 2016 | 99 | 2016 |
| Experiments on Cross-Language Attribute Detection and Phone Recognition With Minimal Target-Specific Training Data S MARCO SINISCALCHI, DC LYU, T SVENDSEN, CH LEE IEEE transactions on audio, speech, and language processing 20 (3), 875-887, 2012 | 91* | 2012 |
| Hermitian polynomial for speaker adaptation of connectionist speech recognition systems SM Siniscalchi, J Li, CH Lee IEEE Transactions on Audio, Speech, and Language Processing 21 (10), 2152-2161, 2013 | 90 | 2013 |
| An artificial neural network approach to automatic speech processing SM Siniscalchi, T Svendsen, CH Lee Neurocomputing 140, 326-338, 2014 | 87 | 2014 |
| Rapid adaptation for deep neural networks through multi-task learning Z Huang, J Li, SM Siniscalchi, IF Chen, J Wu, CH Lee Sixteenth Annual Conference of the International Speech Communication …, 2015 | 86 | 2015 |
| Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition D Yu, SM Siniscalchi, L Deng, CH Lee 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 82 | 2012 |
| A study on integrating acoustic-phonetic information into lattice rescoring for automatic speech recognition SM Siniscalchi, CH Lee Speech communication 51 (11), 1139-1153, 2009 | 76 | 2009 |
| Toward a detector-based universal phone recognizer SM Siniscalchi, T Svendsen, CH Lee 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008 | 73 | 2008 |
| An end-to-end deep learning approach to simultaneous speech dereverberation and acoustic modeling for robust speech recognition B Wu, K Li, F Ge, Z Huang, M Yang, SM Siniscalchi, CH Lee IEEE Journal of Selected Topics in Signal Processing 11 (8), 1289-1300, 2017 | 72 | 2017 |
| An information-extraction approach to speech processing: Analysis, detection, verification, and recognition CH Lee, SM Siniscalchi Proceedings of the IEEE 101 (5), 1089-1115, 2013 | 70 | 2013 |
| Universal attribute characterization of spoken languages for automatic spoken language recognition SM Siniscalchi, J Reed, T Svendsen, CH Lee Computer Speech & Language 27 (1), 209-227, 2013 | 67 | 2013 |
| Device-robust acoustic scene classification based on two-stage categorization and data augmentation H Hu, CHH Yang, X Xia, X Bai, X Tang, Y Wang, S Niu, L Chai, J Li, H Zhu, ... arXiv preprint arXiv:2007.08389, 2020 | 64 | 2020 |
| A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition Z Huang, SM Siniscalchi, CH Lee Neurocomputing 218, 448-459, 2016 | 61 | 2016 |
| Maximum a posteriori adaptation of network parameters in deep models Z Huang, SM Siniscalchi, IF Chen, J Wu, CH Lee arXiv preprint arXiv:1503.02108, 2015 | 61 | 2015 |
| Experimental study on extreme learning machine applications for speech enhancement T Hussain, SM Siniscalchi, CC Lee, SS Wang, Y Tsao, WH Liao IEEE Access 5, 25542-25554, 2017 | 57 | 2017 |
Chin-Hui LeeProfessor of School of Electrical and Computer Engineering, Georgia TechVerified email at ece.gatech.edu
