Sabato Marco Siniscalchi

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 97

Top Venues

CoRR

ICASSP

INTERSPEECH

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Chen Chen, Ruizhe Li, Yuchen Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, EnSiong Chng, Chao-Han Huck Yang
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition. CoRR (2024)
Hu Hu, Sabato Marco Siniscalchi, Chin-Hui Lee
Bayesian adaptive learning to latent variables via Variational Bayes and Maximum a Posteriori. CoRR (2024)
Tsun-An Hsieh, Chao-Han Huck Yang, Pin-Yu Chen, Sabato Marco Siniscalchi, Yu Tsao
Inference and Denoise: Causal Inference-Based Neural Speech Enhancement. MLSP (2023)
Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi
S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video Prediction. CoRR (2023)
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition. ICASSP (2023)
Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Pin-Yu Chen, Chng Eng Siong
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models. NeurIPS (2023)
Chun-Wei Ho, Chao-Han Huck Yang, Sabato Marco Siniscalchi
Differentially Private Adapters for Parameter Efficient Acoustic Modeling. CoRR (2023)
Zhe Wang, Shilong Wu, Hang Chen, Mao-Kui He, Jun Du, Chin-Hui Lee, Jingdong Chen, Shinji Watanabe, Sabato Marco Siniscalchi, Odette Scharenborg, Diyuan Liu, Baocai Yin, Jia Pan, Jianqing Gao, Cong Liu
The Multimodal Information Based Speech Processing (Misp) 2022 Challenge: Audio-Visual Diarization And Recognition. ICASSP (2023)
Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Pin-Yu Chen, Eng Siong Chng
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models. CoRR (2023)
Hang Chen, Shilong Wu, Yusheng Dai, Zhe Wang, Jun Du, Chin-Hui Lee, Jingdong Chen, Shinji Watanabe, Sabato Marco Siniscalchi, Odette Scharenborg, Diyuan Liu, Bao-Cai Yin, Jia Pan, Jianqing Gao, Cong Liu
Summary on the Multimodal Information Based Speech Processing (MISP) 2022 Challenge. ICASSP (2023)
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Sabato Marco Siniscalchi
How word semantics and phonology affect handwriting of Alzheimer's patients: a machine learning based analysis. CoRR (2023)
Pin-Jui Ku, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models. CoRR (2023)
Hao Yen, Sabato Marco Siniscalchi, Chin-Hui Lee
Boosting End-to-End Multilingual Phoneme Recognition through Exploiting Universal Speech Attributes Constraints. CoRR (2023)
Mohammad Adiban, Sabato Marco Siniscalchi, Giampiero Salvi
A step-by-step training method for multi generator GANs with application to anomaly detection and cybersecurity. Neurocomputing 537 (2023)
Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Hexin Liu, Sabato Marco Siniscalchi, Eng Siong Chng
Generative error correction for code-switching speech recognition using large language models. CoRR (2023)
Shilong Wu, Chenxi Wang, Hang Chen, Yusheng Dai, Chenyue Zhang, Ruoyu Wang, Hongbo Lan, Jun Du, Chin-Hui Lee, Jingdong Chen, Shinji Watanabe, Sabato Marco Siniscalchi, Odette Scharenborg, Zhong-Qiu Wang, Jia Pan, Jianqing Gao
The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction. CoRR (2023)
Zhe Wang, Shilong Wu, Hang Chen, Mao-Kui He, Jun Du, Chin-Hui Lee, Jingdong Chen, Shinji Watanabe, Sabato Marco Siniscalchi, Odette Scharenborg, Diyuan Liu, Baocai Yin, Jia Pan, Jianqing Gao, Cong Liu
The Multimodal Information based Speech Processing (MISP) 2022 Challenge: Audio-Visual Diarization and Recognition. CoRR (2023)
Qing Wang, Jun Du, Siyuan Zheng, Yunqing Li, Yajian Wang, Yuzhong Wu, Hu Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee
A Study on Joint Modeling and Data Augmentation of Multi-Modalities for Audio-Visual Scene Classification. ISCSLP (2022)
Chao-Han Huck Yang, I-Fan Chen, Andreas Stolcke, Sabato Marco Siniscalchi, Chin-Hui Lee
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition. CoRR (2022)
Hang Chen, Hengshun Zhou, Jun Du, Chin-Hui Lee, Jingdong Chen, Shinji Watanabe, Sabato Marco Siniscalchi, Odette Scharenborg, Diyuan Liu, Bao-Cai Yin, Jia Pan, Jianqing Gao, Cong Liu
The First Multimodal Information Based Speech Processing (Misp) Challenge: Data, Tasks, Baselines And Results. ICASSP (2022)
Hengshun Zhou, Jun Du, Gongzhen Zou, Zhaoxu Nian, Chin-Hui Lee, Sabato Marco Siniscalchi, Shinji Watanabe, Odette Scharenborg, Jingdong Chen, Shifu Xiong, Jianqing Gao
Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis. INTERSPEECH (2022)
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition. CoRR (2022)
Chao-Han Huck Yang, Jun Qi, Sabato Marco Siniscalchi, Chin-Hui Lee
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition. ISCSLP (2022)
Chao-Han Huck Yang, Jun Qi, Sabato Marco Siniscalchi, Chin-Hui Lee
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition. CoRR (2022)
Chao-Han Huck Yang, I-Fan Chen, Andreas Stolcke, Sabato Marco Siniscalchi, Chin-Hui Lee
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition. SLT (2022)
Tsun-An Hsieh, Chao-Han Huck Yang, Pin-Yu Chen, Sabato Marco Siniscalchi, Yu Tsao
Inference and Denoise: Causal Inference-based Neural Speech Enhancement. CoRR (2022)
Abdolreza Sabzi Shahrebabaki, Giampiero Salvi, Torbjørn Svendsen, Sabato Marco Siniscalchi
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Hang Chen, Jun Du, Yusheng Dai, Chin-Hui Lee, Sabato Marco Siniscalchi, Shinji Watanabe, Odette Scharenborg, Jingdong Chen, Baocai Yin, Jia Pan
Audio-Visual Speech Recognition in MISP2021 Challenge: Dataset Release and Deep Analysis. INTERSPEECH (2022)
Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation. BMVC (2022)
Qing Wang, Jun Du, Siyuan Zheng, Yunqing Li, Yajian Wang, Yuzhong Wu, Hu Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee
A study on joint modeling and data augmentation of multi-modalities for audio-visual scene classification. CoRR (2022)
Hu Hu, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Chin-Hui Lee
A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer. ICASSP (2022)
Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation. CoRR (2022)
Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification. CoRR (2021)
Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Pin-Yu Chen, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition. ICASSP (2021)
Hao Yen, Pin-Jui Ku, Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Yu Tsao
A Study of Low-Resource Speech Commands Recognition based on Adversarial Reprogramming. CoRR (2021)
Abdolreza Sabzi Shahrebabaki, Negar Olfati, Ali Shariq Imran, Magne Hallstein Johnsen, Sabato Marco Siniscalchi, Torbjørn Svendsen
A Two-Stage Deep Modeling Approach to Articulatory Inversion. ICASSP (2021)
Abdolreza Sabzi Shahrebabaki, Sabato Marco Siniscalchi, Giampiero Salvi, Torbjørn Svendsen
A DNN Based Speech Enhancement Approach to Noise Robust Acoustic-to-Articulatory Inversion. ISCAS (2021)
Vincenzo Conti, Leonardo Rundo, Carmelo Militello, Valerio Mario Salerno, Salvatore Vitabile, Sabato Marco Siniscalchi
A multimodal retina-iris biometric system using the Levenshtein distance for spatial feature comparison. IET Biom. 10 (1) (2021)
Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification. Interspeech (2021)
Zhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi
Exploring Retraining-Free Speech Recognition for Intra-sentential Code-Switching. CoRR (2021)
Abdolreza Sabzi Shahrebabaki, Sabato Marco Siniscalchi, Torbjørn Svendsen
Raw Speech-to-Articulatory Inversion by Temporal Filtering and Decimation. Interspeech (2021)
Hu Hu, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Chin-Hui Lee
A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer. CoRR (2021)
Sabato Marco Siniscalchi
Vector-to-Vector Regression via Distributional Loss for Speech Enhancement. IEEE Signal Process. Lett. 28 (2021)
Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee
A Two-Stage Approach to Device-Robust Acoustic Scene Classification. ICASSP (2021)
Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Qing Wang, Yuyang Wang, Xianjun Xia, Yuanjun Zhao, Yuzhong Wu, Yannan Wang, Jun Du, Chin-Hui Lee
A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification. CoRR (2021)
Abdolreza Sabzi Shahrebabaki, Negar Olfati, Sabato Marco Siniscalchi, Giampiero Salvi, Torbjørn Svendsen
Transfer Learning of Articulatory Information Through Phone Information. INTERSPEECH (2020)
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement. INTERSPEECH (2020)
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee
Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification. CoRR (2020)
Abdolreza Sabzi Shahrebabaki, Sabato Marco Siniscalchi, Giampiero Salvi, Torbjørn Svendsen
Sequence-to-Sequence Articulatory Inversion Through Time Convolution of Sub-Band Frequency Signals. INTERSPEECH (2020)
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee
Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification. INTERSPEECH (2020)
Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Pin-Yu Chen, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition. CoRR (2020)
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Xue Bai, Jun Du, Chin-Hui Lee
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances. CoRR (2020)
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train Network. CoRR (2020)
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement. CoRR (2020)
Ivan Kukanov, Trung Ngo Trong, Ville Hautamäki, Sabato Marco Siniscalchi, Valerio Mario Salerno, Kong Aik Lee
Maximal Figure-of-Merit Framework to Detect Multi-Label Phonetic Features for Spoken Language Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee
Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation. CoRR (2020)
Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee
A Two-Stage Approach to Device-Robust Acoustic Scene Classification. CoRR (2020)
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression. IEEE Signal Process. Lett. 27 (2020)
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression. CoRR (2020)
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression. CoRR (2020)
Sicheng Wang, Wei Li, Sabato Marco Siniscalchi, Chin-Hui Lee
A Cross-Task Transfer Learning Approach to Adapting Deep Speech Enhancement Models to Unseen Background Noise Using Paired Senone Classifiers. ICASSP (2020)
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network-Based Vector-to-Vector Regression. IEEE Trans. Signal Process. 68 (2020)
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
Tensor-To-Vector Regression for Multi-Channel Speech Enhancement Based on Tensor-Train Network. ICASSP (2020)
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Xue Bai, Jun Du, Chin-Hui Lee
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances. INTERSPEECH (2020)
Tassadaq Hussain, Sabato Marco Siniscalchi, Hsiao-Lan Sharon Wang, Yu Tsao, Valerio Mario Salerno, Wen-Hung Liao
Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation. IEEE Trans. Cogn. Dev. Syst. 12 (4) (2020)
Jun Qi, Xiaoli Ma, Chin-Hui Lee, Jun Du, Sabato Marco Siniscalchi
Performance Analysis for Tensor-Train Decomposition to Deep Neural Network Based Vector-to-Vector Regression. CISS (2020)
Abdolreza Sabzi Shahrebabaki, Negar Olfati, Ali Shariq Imran, Sabato Marco Siniscalchi, Torbjørn Svendsen
A Phonetic-Level Analysis of Different Input Features for Articulatory Inversion. INTERSPEECH (2019)
Tassadaq Hussain, Yu Tsao, Sabato Marco Siniscalchi, Jia-Ching Wang, Hsin-Min Wang, Wen-Hung Liao
Bone-Conducted Speech Enhancement Using Hierarchical Extreme Learning Machine. IWSDS (2019)
Tassadaq Hussain, Yu Tsao, Hsin-Min Wang, Jia-Ching Wang, Sabato Marco Siniscalchi, Wen-Hung Liao
Audio-Visual Speech Enhancement using Hierarchical Extreme Learning Machine. EUSIPCO (2019)
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Chin-Hui Lee
A Theory on Deep Neural Network Based Vector-to-Vector Regression With an Illustration of Its Expressive Power in Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 27 (12) (2019)
Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models. IEEE ACM Trans. Audio Speech Lang. Process. 27 (12) (2019)
Zhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi
Exploring Retraining-free Speech Recognition for Intra-sentential Code-switching. ICASSP (2019)
Wei Li, Sicheng Wang, Ming Lei, Sabato Marco Siniscalchi, Chin-Hui Lee
Improving Audio-visual Speech Recognition Performance with Cross-modal Student-teacher Training. ICASSP (2019)
Tassadaq Hussain, Yu Tsao, Hsin-Min Wang, Jia-Ching Wang, Sabato Marco Siniscalchi, Wen-Hung Liao
Compressed Multimodal Hierarchical Extreme Learning Machine for Speech Enhancement. APSIPA (2019)
Ju Lin, Wei Li, Yingming Gao, Yanlu Xie, Nancy F. Chen, Sabato Marco Siniscalchi, Jinsong Zhang, Chin-Hui Lee
Improving Mandarin Tone Recognition Based on DNN by Combining Acoustic and Articulatory Features Using Extended Recognition Networks. J. Signal Process. Syst. 90 (7) (2018)
Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
Improving Mandarin Tone Mispronunciation Detection for Non-Native Learners with Soft-Target Tone Labels and BLSTM-Based Deep Models. ICASSP (2018)
Fengpei Ge, Kehuang Li, Bo Wu, Sabato Marco Siniscalchi, Yonghong Yan, Chin-Hui Lee
Joint Training of Multi-Channel-Condition Dereverberation and Acoustic Modeling of Microphone Array Speech for Robust Distant Speech Recognition. INTERSPEECH (2017)
Bo Wu, Kehuang Li, Fengpei Ge, Zhen Huang, Minglei Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
An End-to-End Deep Learning Approach to Simultaneous Speech Dereverberation and Acoustic Modeling for Robust Speech Recognition. IEEE J. Sel. Top. Signal Process. 11 (8) (2017)
Bo Wu, Minglei Yang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Tong Wang, Chin-Hui Lee
A reverberation-time-aware DNN approach leveraging spatial information for microphone array dereverberation. EURASIP J. Adv. Signal Process. 2017 (2017)
Sabato Marco Siniscalchi, Valerio Mario Salerno
Adaptation to New Microphones Using Artificial Neural Networks With Trainable Activation Functions. IEEE Trans. Neural Networks Learn. Syst. 28 (8) (2017)
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
Hierarchical Bayesian combination of plug-in maximum a posteriori decoders in deep neural networks-based speech recognition and speaker adaptation. Pattern Recognit. Lett. 98 (2017)
Bo Wu, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Minglei Yang, Chin-Hui Lee
A unified deep modeling approach to simultaneous speech dereverberation and recognition for the reverb challenge. HSCMA (2017)
Sicheng Wang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
A transfer learning and progressive stacking approach to reducing deep model sizes with an application to speech enhancement. ICASSP (2017)
Tassadaq Hussain, Sabato Marco Siniscalchi, Chi-Chun Lee, Syu-Siang Wang, Yu Tsao, Wen-Hung Liao
Experimental Study on Extreme Learning Machine Applications for Speech Enhancement. IEEE Access 5 (2017)
Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models. INTERSPEECH (2017)
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
Bayesian Unsupervised Batch and Online Speaker Adaptation of Activation Function Parameters in Deep Models for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (1) (2017)
Wei Li, Kehuang Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee
Detecting Mispronunciations of L2 Learners and Providing Corrective Feedback Using Knowledge-Guided and Data-Driven Decision Trees. INTERSPEECH (2016)
Wei Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee
Improving non-native mispronunciation detection and enriching diagnostic feedback with DNN-based speech attribute modeling. ICASSP (2016)
Wei Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee
Using tone-based extended recognition network to detect non-native Mandarin tone mispronunciations. APSIPA (2016)
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Chin-Hui Lee
Towards a direct Bayesian adaptation framework for deep models. APSIPA (2016)
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition. Neurocomputing 218 (2016)
Ivan Kukanov, Ville Hautamäki, Sabato Marco Siniscalchi, Kehuang Li
Deep learning with maximal figure-of-merit cost to advance multi-label speech attribute detection. SLT (2016)
Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee
i-Vector Modeling of Speech Attributes for Automatic Foreign Accent Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 24 (1) (2016)
Ville Hautamäki, Sabato Marco Siniscalchi, Hamid Behravan, Valerio Mario Salerno, Ivan Kukanov
Boosting universal speech attributes classification with deep neural network for foreign accent characterization. INTERSPEECH (2015)
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jinyu Li, Jiadong Wu, Chin-Hui Lee
Maximum a posteriori adaptation of network parameters in deep models. INTERSPEECH (2015)
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jiadong Wu, Chin-Hui Lee
Maximum a Posteriori Adaptation of Network Parameters in Deep Models. CoRR (2015)
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Ji Wu, Chin-Hui Lee
Rapid adaptation for deep neural networks through multi-task learning. INTERSPEECH (2015)
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Chao Weng, Chin-Hui Lee
Feature space maximum a posteriori linear regression for adaptation of deep neural networks. INTERSPEECH (2014)
Sabato Marco Siniscalchi, Torbjørn Svendsen, Chin-Hui Lee
An artificial neural network approach to automatic speech processing. Neurocomputing 140 (2014)
Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee
Introducing attribute features to foreign accent recognition. ICASSP (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sabato Marco Siniscalchi