Sfoglia per Autore
DEEP LEARNING WITH MAXIMAL FIGURE-OF-MERIT COST TO ADVANCE MULTI-LABEL SPEECH ATTRIBUTE DETECTION
2017-01-01 Kukanov, I.; Hautamäki, V.; Siniscalchi, SABATO MARCO; Li, K.
Experimental Study on Extreme Learning Machine Applications for Speech Enhancement
2017-01-01 Hussain, T.; Siniscalchi, S. M.; Lee, C. -C.; Wang, S. -S.; Tsao, Y.; Liao, W. -H.
Adaptation to New Microphones Using Artificial Neural Networks With Trainable Activation Functions
2017-01-01 Siniscalchi, S. M.; Salerno, V. M.
Using tone-based extended recognition network to detect non-native Mandarin tone mispronunciations
2017-01-01 Li, W.; Siniscalchi, SABATO MARCO; Chen, N. F.; Lee, C. H.
Towards a direct Bayesian adaptation framework for deep models
2017-01-01 Huang, Z.; Siniscalchi, SABATO MARCO; Chen, I. F.; Lee, C. H.
Bayesian Unsupervised Batch and Online Speaker Adaptation of Activation Function Parameters in Deep Models for Automatic Speech Recognition
2017-01-01 Zhen, H.; Siniscalchi, S. M.; Lee, C. -H.
A unified deep modeling approach to simultaneous speech dereverberation and recognition for the reverb challenge
2017-01-01 Wu, B.; Li, K.; Huang, Z.; Siniscalchi, SABATO MARCO; Yang, M; Lee, C. H.
A transfer learning and progressive stacking approach to reducing deep model sizes with an application to speech enhancement
2017-01-01 Wang, S.; Li, K.; Huang, Z.; Siniscalchi, SABATO MARCO; Lee, C. H.
Hierarchical Bayesian Combination of Plug-in Maximum A Posteriori Decoders in Deep Neural Networks-based Speech Recognition and Speaker Adaptation
2017-01-01 Huang, Z.; Siniscalchi, S. M.; Lee, C. -H.
An End-to-End Deep Learning Approach to Simultaneous Speech Dereverberation and Acoustic Modeling for Robust Speech Recognition
2017-01-01 Wu, Bo; Li, Kehuang; Ge, Fengpei; Zhen, Huang; Minglei, Yang; Siniscalchi, SABATO MARCO; Lee, Chin-Hui
Improving Mandarin Tone Recognition Based on DNN by Combining Acoustic and Articulatory Features Using Extended Recognition Networks
2018-01-01 Lin, Ju; Li, Wei; Gao, Yingming; Xie, Yanlu; Chen, Nancy F.; Siniscalchi, Sabato Marco; Zhang, Jinsong; Lee, Chin-Hui
Improving Mandarin Tone Mispronunciation Detection for Non-Native Learners with Soft-Target Tone Labels and BLSTM-Based Deep Models
2018-01-01 Li, Wei; Chen, Nancy F.; Siniscalchi, SABATO MARCO; Lee, Chin-Hui
Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation
2019-01-01 Hussain, T.; Siniscalchi, S. M.; Wang, H. -L.; Tsao, Y.; Salerno, V. M.; Liao, W. -H.
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
A Theory on Deep Neural Network Based Vector-to-Vector Regression With an Illustration of Its Expressive Power in Speech Enhancement
2019-01-01 Qi, J.; Du, J.; 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
Exploring Retraining-free Speech Recognition for Intra-sentential Code-switching
2019-01-01 Huang, Zhen; Zhuang, Xiaodan; Liu, Daben; Xiao, Xiaoqiang; Zhang, Yuchen; Siniscalchi, Sabato Marco
Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models
2019-01-01 Li, W.; Chen, N. F.; Siniscalchi, S. M.; Lee, C. -H.
Improving Audio-visual Speech Recognition Performance with Cross-modal Student-teacher Training
2019-01-01 Li, Wei; Wang, Sicheng; Lei, Ming; Siniscalchi, Sabato Marco; Lee, Chin-Hui
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
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