Sabato Marco Siniscalchi

209 papers A* 2A 43C 5Misc 29Journal 95Unranked 33
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Knowledge-Driven Approach to Music Segmentation, Music Source Separation and Cinematic Audio Source Separation.
CoRR
Chun-Wei Ho, Sabato Marco Siniscalchi, Kai Li, Chin-Hui Lee
2025 A conf
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Eliana Pastor, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding.
CoRR
Alkis Koudounas, Moreno La Quatra, Eliana Pastor, Sabato Marco Siniscalchi, Elena Baralis
2025 Misc conf
A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models.
ICASSP
Ryandhimas E. Zezario, Sabato Marco Siniscalchi, Hsin-Min Wang, Yu Tsao
2025 J jnl
Aligning Generative Speech Enhancement with Human Preferences via Direct Preference Optimization.
CoRR
Haoyang Li, Nana Hou, Yuchen Hu, Jixun Yao, Sabato Marco Siniscalchi, Eng Siong Chng
2025 Misc conf
An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement.
ICASSP
Pin-Jui Ku, Chun-Wei Ho, Hao Yen, Sabato Marco Siniscalchi, Chin-Hui Lee
2025 Misc conf
Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from Speech.
ICASSP
Moreno La Quatra, Juan Rafael Orozco-Arroyave, Sabato Marco Siniscalchi
2025 J jnl
Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from Speech.
CoRR
Moreno La Quatra, Juan Rafael Orozco-Arroyave, Sabato Marco Siniscalchi
2025 J jnl
Controllable Conformer for Speech Enhancement and Recognition.
IEEE Signal Process. Lett.
Zilu Guo, Jun Du, Sabato Marco Siniscalchi, Jia Pan, Qingfeng Liu
2025 J jnl
Cross-Modal Knowledge Distillation with Multi-Level Data Augmentation for Low-Resource Audio-Visual Sound Event Localization and Detection.
CoRR
Qing Wang, Ya Jiang, Hang Chen, Sabato Marco Siniscalchi, Jun Du, Jianqing Gao
2025 J jnl
Cross-attention among spectrum, waveform and SSL representations with bidirectional knowledge distillation for speech enhancement.
Inf. Fusion
Hang Chen, Chenxi Wang, Qing Wang, Jun Du, Sabato Marco Siniscalchi, Genshun Wan, Jia Pan, Huijun Ding
2025 A conf
Exploring Generative Error Correction for Dysarthric Speech Recognition.
INTERSPEECH
Moreno La Quatra, Alkis Koudounas, Valerio Mario Salerno, Sabato Marco Siniscalchi
2025 J jnl
Exploring Generative Error Correction for Dysarthric Speech Recognition.
CoRR
Moreno La Quatra, Alkis Koudounas, Valerio Mario Salerno, Sabato Marco Siniscalchi
2025 A conf
Feature Importance across Domains for Improving Non-Intrusive Speech Intelligibility Prediction in Hearing Aids.
INTERSPEECH
Ryandhimas E. Zezario, Sabato Marco Siniscalchi, Fei Chen, Hsin-Min Wang, Yu Tsao
2025 J jnl
Feature Importance across Domains for Improving Non-Intrusive Speech Intelligibility Prediction in Hearing Aids.
CoRR
Ryandhimas E. Zezario, Sabato Marco Siniscalchi, Fei Chen, Hsin-Min Wang, Yu Tsao
2025 J jnl
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction.
CoRR
Moreno La Quatra, Valerio Mario Salerno, Yu Tsao, Sabato Marco Siniscalchi
2025 J jnl
Foundation Models for Speech Enhancement Leveraging Consistency Constraints and Contrast Stretching.
IEEE Access
Muhammad Salman Khan, Valerio Mario Salerno, Moreno La Quatra, Kuo-Hsuan Hung, Szu-Wei Fu, Yu Tsao, Sabato Marco Siniscalchi
2025 A conf
From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology.
INTERSPEECH
Haoyang Li, Yuchen Hu, Chen Chen, Sabato Marco Siniscalchi, Songting Liu, Eng Siong Chng
2025 J jnl
HPCNet: Hybrid Pixel and Contour Network for Audio-Visual Speech Enhancement With Low-Quality Video.
IEEE J. Sel. Top. Signal Process.
Hang Chen, Chen-Yue Zhang, Qing Wang, Jun Du, Sabato Marco Siniscalchi, Shifu Xiong, Genshun Wan
2025 J jnl
Hallucination Benchmark for Speech Foundation Models.
CoRR
Alkis Koudounas, Moreno La Quatra, Manuel Giollo, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
Joint Tensor-Train Parameterization for Efficient and Expressive Low-Rank Adaptation.
CoRR
Jun Qi, Chen-Yu Liu, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Min-Hsiu Hsieh
2025 J jnl
Lightweight Audio-Visual Wake Word Spotting With Diverse Acoustic Knowledge Distillation.
IEEE Trans. Circuits Syst. Video Technol.
Kewei Li, Hang Chen, Jun Du, Hengshun Zhou, Sabato Marco Siniscalchi, Shutong Niu, Shifu Xiong
2025 — conf
MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization.
ACL (1)
HangChen HangChen, Chao-Han Huck Yang, Jia-Chen Gu, Sabato Marco Siniscalchi, Jun Du
2025 Misc conf
MSEMG: Surface Electromyography Denoising with a Mamba-based Efficient Network.
ICASSP
Yu-Tung Liu, Kuan-Chen Wang, Rong Chao, Sabato Marco Siniscalchi, Ping-Cheng Yeh, Yu Tsao
2025 A conf
MVP: Multi-source Voice Pathology detection.
INTERSPEECH
Alkis Koudounas, Moreno La Quatra, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
MVP: Multi-source Voice Pathology detection.
CoRR
Alkis Koudounas, Moreno La Quatra, Gabriele Ciravegna, Marco Fantini, Erika Crosetti, Giovanni Succo, Tania Cerquitelli, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video Prediction.
IEEE Trans. Multim.
Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi
2025 A conf
Synchronous analysis of abnormal acoustic and linguistic production in Parkinson's speech.
INTERSPEECH
Daniel Escobar-Grisales, Cristian David Ríos-Urrego, Sabato Marco Siniscalchi, Adolfo M. García, Yamile Bocanegra, Leonardo Moreno, Elmar Nöth, Juan Rafael Orozco-Arroyave
2025 A conf
The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition.
INTERSPEECH
Ming Gao, Shilong Wu, Hang Chen, Jun Du, Chin-Hui Lee, Shinji Watanabe, Jingdong Chen, Sabato Marco Siniscalchi, Odette Scharenborg
2025 J jnl
The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition.
CoRR
Ming Gao, Shilong Wu, Hang Chen, Jun Du, Chin-Hui Lee, Shinji Watanabe, Jingdong Chen, Sabato Marco Siniscalchi, Odette Scharenborg
2025 J jnl
TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models.
CoRR
Tong Guan, Zijie Meng, Dianqi Li, Shiyu Wang, Chao-Han Huck Yang, Qingsong Wen, Zuozhu Liu, Sabato Marco Siniscalchi, Ming Jin, Shirui Pan
2025 J jnl
Towards Robust Assessment of Pathological Voices via Combined Low-Level Descriptors and Foundation Model Representations.
CoRR
Whenty Ariyanti, Kuan-Yu Chen, Sabato Marco Siniscalchi, Hsin-Min Wang, Yu Tsao
2025 — conf
Using Cross-Attention for Conversational ASR over the Telephone.
TSD (1)
Simen Dymbe, Sabato Marco Siniscalchi, Torbjørn Svendsen, Giampiero Salvi
2025 J jnl
Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer.
CoRR
Hu Hu, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Chin-Hui Lee
2025 Misc conf
voc2vec: A Foundation Model for Non-Verbal Vocalization.
ICASSP
Alkis Koudounas, Moreno La Quatra, Sabato Marco Siniscalchi, Elena Baralis
2025 J jnl
voc2vec: A Foundation Model for Non-Verbal Vocalization.
CoRR
Alkis Koudounas, Moreno La Quatra, Sabato Marco Siniscalchi, Elena Baralis
2024 J jnl
A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models.
CoRR
Ryandhimas E. Zezario, Sabato Marco Siniscalchi, Hsin-Min Wang, Yu Tsao
2024 J jnl
An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement.
CoRR
Pin-Jui Ku, Chun-Wei Ho, Hao Yen, Sabato Marco Siniscalchi, Chin-Hui Lee
2024 — conf
An Investigation of Incorporating Mamba For Speech Enhancement.
SLT
Rong Chao, Wen-Huang Cheng, Moreno La Quatra, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Szu-Wei Fu, Yu Tsao
2024 J jnl
An Investigation of Incorporating Mamba for Speech Enhancement.
CoRR
Rong Chao, Wen-Huang Cheng, Moreno La Quatra, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Szu-Wei Fu, Yu Tsao
2024 J jnl
Bayesian adaptive learning to latent variables via Variational Bayes and Maximum a Posteriori.
CoRR
Hu Hu, Sabato Marco Siniscalchi, Chin-Hui Lee
2024 — conf
Benchmarking Representations for Speech, Music, and Acoustic Events.
ICASSP Workshops
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
2024 J jnl
Benchmarking Representations for Speech, Music, and Acoustic Events.
CoRR
Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi
2024 Misc conf
Boosting End-to-End Multilingual Phoneme Recognition Through Exploiting Universal Speech Attributes Constraints.
ICASSP
Hao Yen, Sabato Marco Siniscalchi, Chin-Hui Lee
2024 C conf
Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-Based Speech Enhancement.
MMSP
Muhammad Salman Khan, Moreno La Quatra, Kuo-Hsuan Hung, Szu-Wei Fu, Sabato Marco Siniscalchi, Yu Tsao
2024 J jnl
Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-based Speech Enhancement.
CoRR
Muhammad Salman Khan, Moreno La Quatra, Kuo-Hsuan Hung, Szu-Wei Fu, Sabato Marco Siniscalchi, Yu Tsao
2024 A conf
Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions.
INTERSPEECH
Moreno La Quatra, Maria Francesca Turco, Torbjørn Svendsen, Giampiero Salvi, Juan Rafael Orozco-Arroyave, Sabato Marco Siniscalchi
2024 — conf
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction.
SLT
Moreno La Quatra, Valerio Mario Salerno, Yu Tsao, Sabato Marco Siniscalchi
2024 J jnl
How word semantics and phonology affect handwriting of Alzheimer's patients: A machine learning based analysis.
Comput. Biol. Medicine
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Sabato Marco Siniscalchi
2024 A* conf
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition.
ICLR
Chen Chen, Ruizhe Li, Yuchen Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Engsiong Chng, Chao-Han Huck Yang
2024 J jnl
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition.
CoRR
Chen Chen, Ruizhe Li, Yuchen Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Eng Siong Chng, Chao-Han Huck Yang
2024 A conf
Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition.
INTERSPEECH
Hao Yen, Pin-Jui Ku, Sabato Marco Siniscalchi, Chin-Hui Lee
2024 J jnl
Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition.
CoRR
Hao Yen, Pin-Jui Ku, Sabato Marco Siniscalchi, Chin-Hui Lee
2024 — conf
Large Language Model Based Generative Error Correction: A Challenge and Baselines For Speech Recognition, Speaker Tagging, and Emotion Recognition.
SLT
Chao-Han Huck Yang, Taejin Park, Yuan Gong, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke
2024 J jnl
Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition.
CoRR
Chao-Han Huck Yang, Taejin Park, Yuan Gong, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke
2024 J jnl
MSEMG: Surface Electromyography Denoising with a Mamba-based Efficient Network.
CoRR
Yu-Tung Liu, Kuan-Chen Wang, Rong Chao, Sabato Marco Siniscalchi, Ping-Cheng Yeh, Yu Tsao
2024 — conf
Speech Analysis of Language Varieties in Italy.
LREC/COLING
Moreno La Quatra, Alkis Koudounas, Elena Baralis, Sabato Marco Siniscalchi
2024 J jnl
Speech Analysis of Language Varieties in Italy.
CoRR
Moreno La Quatra, Alkis Koudounas, Elena Baralis, Sabato Marco Siniscalchi
2024 — conf
Summary on the Chat-Scenario Chinese Lipreading (ChatCLR) Challenge.
ICME Workshops
Chen-Yue Zhang, Hang Chen, Jun Du, Sabato Marco Siniscalchi, Ya Jiang, Chin-Hui Lee
2024 — conf
Summary on the Multimodal Information-Based Speech Processing (MISP) 2023 Challenge.
ICASSP Workshops
Hang Chen, Shilong Wu, Chenxi Wang, Jun Du, Chin-Hui Lee, Sabato Marco Siniscalchi, Shinji Watanabe, Jingdong Chen, Odette Scharenborg, Zhong-Qiu Wang, Bao-Cai Yin, Jia Pan
2024 Misc conf
The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction.
ICASSP
Shilong Wu, Chenxi Wang, Hang Chen, Yusheng Dai, Chenyue Zhang, Ruoyu Wang, Hongbo Lan, Jun Du, Chin-Hui Lee, Jingdong Chen, Sabato Marco Siniscalchi, Odette Scharenborg, Zhong-Qiu Wang, Jia Pan, Jianqing Gao
2023 A conf
A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models.
INTERSPEECH
Pin-Jui Ku, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2023 J jnl
A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models.
CoRR
Pin-Jui Ku, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2023 Misc conf
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition.
ICASSP
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee
2023 J jnl
A step-by-step training method for multi generator GANs with application to anomaly detection and cybersecurity.
Neurocomputing
Mohammad Adiban, Sabato Marco Siniscalchi, Giampiero Salvi
2023 J jnl
Boosting End-to-End Multilingual Phoneme Recognition through Exploiting Universal Speech Attributes Constraints.
CoRR
Hao Yen, Sabato Marco Siniscalchi, Chin-Hui Lee
2023 A conf
Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022.
INTERSPEECH
Salvatore Sarni, Sandro Cumani, Sabato Marco Siniscalchi, Andrea Bottino
2023 A conf
Differentially Private Adapters for Parameter Efficient Acoustic Modeling.
INTERSPEECH
Chun-Wei Ho, Chao-Han Huck Yang, Sabato Marco Siniscalchi
2023 J jnl
Differentially Private Adapters for Parameter Efficient Acoustic Modeling.
CoRR
Chun-Wei Ho, Chao-Han Huck Yang, Sabato Marco Siniscalchi
2023 J jnl
Generative error correction for code-switching speech recognition using large language models.
CoRR
Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Hexin Liu, Sabato Marco Siniscalchi, Eng Siong Chng
2023 J jnl
How word semantics and phonology affect handwriting of Alzheimer's patients: a machine learning based analysis.
CoRR
Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Sabato Marco Siniscalchi
2023 A* conf
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models.
NeurIPS
Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Pin-Yu Chen, Chng Eng Siong
2023 J jnl
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models.
CoRR
Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Pin-Yu Chen, Eng Siong Chng
2023 — conf
Inference and Denoise: Causal Inference-Based Neural Speech Enhancement.
MLSP
Tsun-An Hsieh, Chao-Han Huck Yang, Pin-Yu Chen, Sabato Marco Siniscalchi, Yu Tsao
2023 A conf
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition.
INTERSPEECH
Hao Yen, Pin-Jui Ku, Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Yu Tsao
2023 J jnl
S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video Prediction.
CoRR
Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi
2023 Misc conf
Summary on the Multimodal Information Based Speech Processing (MISP) 2022 Challenge.
ICASSP
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
2023 J jnl
The Multimodal Information Based Speech Processing (MISP) 2023 Challenge: Audio-Visual Target Speaker Extraction.
CoRR
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
2023 Misc conf
The Multimodal Information Based Speech Processing (Misp) 2022 Challenge: Audio-Visual Diarization And Recognition.
ICASSP
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
2023 J jnl
The Multimodal Information based Speech Processing (MISP) 2022 Challenge: Audio-Visual Diarization and Recognition.
CoRR
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
2022 J jnl
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition.
CoRR
Chao-Han Huck Yang, Bo Li, Yu Zhang, Nanxin Chen, Tara N. Sainath, Sabato Marco Siniscalchi, Chin-Hui Lee
2022 — conf
A Study on Joint Modeling and Data Augmentation of Multi-Modalities for Audio-Visual Scene Classification.
ISCSLP
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
2022 Misc conf
A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer.
ICASSP
Hu Hu, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Chin-Hui Lee
2022 J jnl
A study on joint modeling and data augmentation of multi-modalities for audio-visual scene classification.
CoRR
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
2022 J jnl
Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models.
IEEE ACM Trans. Audio Speech Lang. Process.
Abdolreza Sabzi Shahrebabaki, Giampiero Salvi, Torbjørn Svendsen, Sabato Marco Siniscalchi
2022 — conf
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition.
ISCSLP
Chao-Han Huck Yang, Jun Qi, Sabato Marco Siniscalchi, Chin-Hui Lee
2022 J jnl
An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition.
CoRR
Chao-Han Huck Yang, Jun Qi, Sabato Marco Siniscalchi, Chin-Hui Lee
2022 — conf
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition.
SLT
Chao-Han Huck Yang, I-Fan Chen, Andreas Stolcke, Sabato Marco Siniscalchi, Chin-Hui Lee
2022 J jnl
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition.
CoRR
Chao-Han Huck Yang, I-Fan Chen, Andreas Stolcke, Sabato Marco Siniscalchi, Chin-Hui Lee
2022 A conf
Audio-Visual Speech Recognition in MISP2021 Challenge: Dataset Release and Deep Analysis.
INTERSPEECH
Hang Chen, Jun Du, Yusheng Dai, Chin-Hui Lee, Sabato Marco Siniscalchi, Shinji Watanabe, Odette Scharenborg, Jingdong Chen, Baocai Yin, Jia Pan
2022 A conf
Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis.
INTERSPEECH
Hengshun Zhou, Jun Du, Gongzhen Zou, Zhaoxu Nian, Chin-Hui Lee, Sabato Marco Siniscalchi, Shinji Watanabe, Odette Scharenborg, Jingdong Chen, Shifu Xiong, Jianqing Gao
2022 A conf
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation.
BMVC
Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi
2022 J jnl
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation.
CoRR
Mohammad Adiban, Kalin Stefanov, Sabato Marco Siniscalchi, Giampiero Salvi
2022 J jnl
Inference and Denoise: Causal Inference-based Neural Speech Enhancement.
CoRR
Tsun-An Hsieh, Chao-Han Huck Yang, Pin-Yu Chen, Sabato Marco Siniscalchi, Yu Tsao
2022 Misc conf
The First Multimodal Information Based Speech Processing (Misp) Challenge: Data, Tasks, Baselines And Results.
ICASSP
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
2021 C conf
A DNN Based Speech Enhancement Approach to Noise Robust Acoustic-to-Articulatory Inversion.
ISCAS
Abdolreza Sabzi Shahrebabaki, Sabato Marco Siniscalchi, Giampiero Salvi, Torbjørn Svendsen
2021 J jnl
A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification.
CoRR
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
2021 J jnl
A Study of Low-Resource Speech Commands Recognition based on Adversarial Reprogramming.
CoRR
Hao Yen, Pin-Jui Ku, Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Yu Tsao
2021 Misc conf
A Two-Stage Approach to Device-Robust Acoustic Scene Classification.
ICASSP
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
2021 Misc conf
A Two-Stage Deep Modeling Approach to Articulatory Inversion.
ICASSP
Abdolreza Sabzi Shahrebabaki, Negar Olfati, Ali Shariq Imran, Magne Hallstein Johnsen, Sabato Marco Siniscalchi, Torbjørn Svendsen
2021 J jnl
A Variational Bayesian Approach to Learning Latent Variables for Acoustic Knowledge Transfer.
CoRR
Hu Hu, Sabato Marco Siniscalchi, Chao-Han Huck Yang, Chin-Hui Lee
2021 J jnl
A multimodal retina-iris biometric system using the Levenshtein distance for spatial feature comparison.
IET Biom.
Vincenzo Conti, Leonardo Rundo, Carmelo Militello, Valerio Mario Salerno, Salvatore Vitabile, Sabato Marco Siniscalchi
2021 Misc conf
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition.
ICASSP
Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Pin-Yu Chen, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
2021 J jnl
Exploring Retraining-Free Speech Recognition for Intra-sentential Code-Switching.
CoRR
Zhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi
2021 — ed.
Increasing Naturalness and Flexibility in Spoken Dialogue Interaction - 10th International Workshop on Spoken Dialogue Systems, IWSDS 2019, Syracuse, Sicily, Italy, 24-26 April 2019.
IWSDS
Erik Marchi, Sabato Marco Siniscalchi, Sandro Cumani, Valerio Mario Salerno, Haizhou Li
2021 A conf
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification.
Interspeech
Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2021 J jnl
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification.
CoRR
Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2021 A conf
Raw Speech-to-Articulatory Inversion by Temporal Filtering and Decimation.
Interspeech
Abdolreza Sabzi Shahrebabaki, Sabato Marco Siniscalchi, Torbjørn Svendsen
2021 J jnl
Vector-to-Vector Regression via Distributional Loss for Speech Enhancement.
IEEE Signal Process. Lett.
Sabato Marco Siniscalchi
2020 Misc conf
A Cross-Task Transfer Learning Approach to Adapting Deep Speech Enhancement Models to Unseen Background Noise Using Paired Senone Classifiers.
ICASSP
Sicheng Wang, Wei Li, Sabato Marco Siniscalchi, Chin-Hui Lee
2020 J jnl
A Two-Stage Approach to Device-Robust Acoustic Scene Classification.
CoRR
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
2020 A conf
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances.
INTERSPEECH
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Xue Bai, Jun Du, Chin-Hui Lee
2020 J jnl
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances.
CoRR
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Xue Bai, Jun Du, Chin-Hui Lee
2020 J jnl
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression.
CoRR
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
2020 J jnl
Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network-Based Vector-to-Vector Regression.
IEEE Trans. Signal Process.
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
2020 J jnl
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition.
CoRR
Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen, Pin-Yu Chen, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
2020 J jnl
Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation.
CoRR
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
2020 J jnl
Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation.
IEEE Trans. Cogn. Dev. Syst.
Tassadaq Hussain, Sabato Marco Siniscalchi, Hsiao-Lan Sharon Wang, Yu Tsao, Valerio Mario Salerno, Wen-Hung Liao
2020 A conf
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement.
INTERSPEECH
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2020 J jnl
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement.
CoRR
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2020 J jnl
Maximal Figure-of-Merit Framework to Detect Multi-Label Phonetic Features for Spoken Language Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Ivan Kukanov, Trung Ngo Trong, Ville Hautamäki, Sabato Marco Siniscalchi, Valerio Mario Salerno, Kong Aik Lee
2020 J jnl
On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression.
CoRR
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
2020 J jnl
On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression.
IEEE Signal Process. Lett.
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Xiaoli Ma, Chin-Hui Lee
2020 Misc conf
Performance Analysis for Tensor-Train Decomposition to Deep Neural Network Based Vector-to-Vector Regression.
CISS
Jun Qi, Xiaoli Ma, Chin-Hui Lee, Jun Du, Sabato Marco Siniscalchi
2020 A conf
Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification.
INTERSPEECH
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee
2020 J jnl
Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification.
CoRR
Hu Hu, Sabato Marco Siniscalchi, Yannan Wang, Chin-Hui Lee
2020 A conf
Sequence-to-Sequence Articulatory Inversion Through Time Convolution of Sub-Band Frequency Signals.
INTERSPEECH
Abdolreza Sabzi Shahrebabaki, Sabato Marco Siniscalchi, Giampiero Salvi, Torbjørn Svendsen
2020 Misc conf
Tensor-To-Vector Regression for Multi-Channel Speech Enhancement Based on Tensor-Train Network.
ICASSP
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2020 J jnl
Tensor-to-Vector Regression for Multi-channel Speech Enhancement based on Tensor-Train Network.
CoRR
Jun Qi, Hu Hu, Yannan Wang, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2020 A conf
Transfer Learning of Articulatory Information Through Phone Information.
INTERSPEECH
Abdolreza Sabzi Shahrebabaki, Negar Olfati, Sabato Marco Siniscalchi, Giampiero Salvi, Torbjørn Svendsen
2019 A conf
A Phonetic-Level Analysis of Different Input Features for Articulatory Inversion.
INTERSPEECH
Abdolreza Sabzi Shahrebabaki, Negar Olfati, Ali Shariq Imran, Sabato Marco Siniscalchi, Torbjørn Svendsen
2019 J jnl
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.
Jun Qi, Jun Du, Sabato Marco Siniscalchi, Chin-Hui Lee
2019 — conf
Audio-Visual Speech Enhancement using Hierarchical Extreme Learning Machine.
EUSIPCO
Tassadaq Hussain, Yu Tsao, Hsin-Min Wang, Jia-Ching Wang, Sabato Marco Siniscalchi, Wen-Hung Liao
2019 — conf
Bone-Conducted Speech Enhancement Using Hierarchical Extreme Learning Machine.
IWSDS
Tassadaq Hussain, Yu Tsao, Sabato Marco Siniscalchi, Jia-Ching Wang, Hsin-Min Wang, Wen-Hung Liao
2019 — conf
Compressed Multimodal Hierarchical Extreme Learning Machine for Speech Enhancement.
APSIPA
Tassadaq Hussain, Yu Tsao, Hsin-Min Wang, Jia-Ching Wang, Sabato Marco Siniscalchi, Wen-Hung Liao
2019 Misc conf
Exploring Retraining-free Speech Recognition for Intra-sentential Code-switching.
ICASSP
Zhen Huang, Xiaodan Zhuang, Daben Liu, Xiaoqiang Xiao, Yuchen Zhang, Sabato Marco Siniscalchi
2019 Misc conf
Improving Audio-visual Speech Recognition Performance with Cross-modal Student-teacher Training.
ICASSP
Wei Li, Sicheng Wang, Ming Lei, Sabato Marco Siniscalchi, Chin-Hui Lee
2019 J jnl
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.
Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
2018 Misc conf
Improving Mandarin Tone Mispronunciation Detection for Non-Native Learners with Soft-Target Tone Labels and BLSTM-Based Deep Models.
ICASSP
Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
2018 J jnl
Improving Mandarin Tone Recognition Based on DNN by Combining Acoustic and Articulatory Features Using Extended Recognition Networks.
J. Signal Process. Syst.
Ju Lin, Wei Li, Yingming Gao, Yanlu Xie, Nancy F. Chen, Sabato Marco Siniscalchi, Jinsong Zhang, Chin-Hui Lee
2017 J jnl
A reverberation-time-aware DNN approach leveraging spatial information for microphone array dereverberation.
EURASIP J. Adv. Signal Process.
Bo Wu, Minglei Yang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Tong Wang, Chin-Hui Lee
2017 Misc conf
A transfer learning and progressive stacking approach to reducing deep model sizes with an application to speech enhancement.
ICASSP
Sicheng Wang, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 — conf
A unified deep modeling approach to simultaneous speech dereverberation and recognition for the reverb challenge.
HSCMA
Bo Wu, Kehuang Li, Zhen Huang, Sabato Marco Siniscalchi, Minglei Yang, Chin-Hui Lee
2017 J jnl
Adaptation to New Microphones Using Artificial Neural Networks With Trainable Activation Functions.
IEEE Trans. Neural Networks Learn. Syst.
Sabato Marco Siniscalchi, Valerio Mario Salerno
2017 J jnl
An End-to-End Deep Learning Approach to Simultaneous Speech Dereverberation and Acoustic Modeling for Robust Speech Recognition.
IEEE J. Sel. Top. Signal Process.
Bo Wu, Kehuang Li, Fengpei Ge, Zhen Huang, Minglei Yang, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 J jnl
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.
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 J jnl
Experimental Study on Extreme Learning Machine Applications for Speech Enhancement.
IEEE Access
Tassadaq Hussain, Sabato Marco Siniscalchi, Chi-Chun Lee, Syu-Siang Wang, Yu Tsao, Wen-Hung Liao
2017 J jnl
Hierarchical Bayesian combination of plug-in maximum a posteriori decoders in deep neural networks-based speech recognition and speaker adaptation.
Pattern Recognit. Lett.
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 A conf
Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models.
INTERSPEECH
Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 A conf
Joint Training of Multi-Channel-Condition Dereverberation and Acoustic Modeling of Microphone Array Speech for Robust Distant Speech Recognition.
INTERSPEECH
Fengpei Ge, Kehuang Li, Bo Wu, Sabato Marco Siniscalchi, Yonghong Yan, Chin-Hui Lee
2016 J jnl
A unified approach to transfer learning of deep neural networks with applications to speaker adaptation in automatic speech recognition.
Neurocomputing
Zhen Huang, Sabato Marco Siniscalchi, Chin-Hui Lee
2016 — conf
Deep learning with maximal figure-of-merit cost to advance multi-label speech attribute detection.
SLT
Ivan Kukanov, Ville Hautamäki, Sabato Marco Siniscalchi, Kehuang Li
2016 A conf
Detecting Mispronunciations of L2 Learners and Providing Corrective Feedback Using Knowledge-Guided and Data-Driven Decision Trees.
INTERSPEECH
Wei Li, Kehuang Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee
2016 Misc conf
Improving non-native mispronunciation detection and enriching diagnostic feedback with DNN-based speech attribute modeling.
ICASSP
Wei Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee
2016 — conf
Towards a direct Bayesian adaptation framework for deep models.
APSIPA
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Chin-Hui Lee
2016 — conf
Using tone-based extended recognition network to detect non-native Mandarin tone mispronunciations.
APSIPA
Wei Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee
2016 J jnl
i-Vector Modeling of Speech Attributes for Automatic Foreign Accent Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee
2015 A conf
Boosting universal speech attributes classification with deep neural network for foreign accent characterization.
INTERSPEECH
Ville Hautamäki, Sabato Marco Siniscalchi, Hamid Behravan, Valerio Mario Salerno, Ivan Kukanov
2015 J jnl
Maximum a Posteriori Adaptation of Network Parameters in Deep Models.
CoRR
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jiadong Wu, Chin-Hui Lee
2015 A conf
Maximum a posteriori adaptation of network parameters in deep models.
INTERSPEECH
Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen, Jinyu Li, Jiadong Wu, Chin-Hui Lee
2015 A conf
Rapid adaptation for deep neural networks through multi-task learning.
INTERSPEECH
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Ji Wu, Chin-Hui Lee
2014 J jnl
An artificial neural network approach to automatic speech processing.
Neurocomputing
Sabato Marco Siniscalchi, Torbjørn Svendsen, Chin-Hui Lee
2014 Misc conf
Attribute based lattice rescoring in spontaneous speech recognition.
ICASSP
I-Fan Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
2014 A conf
Dialect levelling in Finnish: a universal speech attribute approach.
INTERSPEECH
Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Elie Khoury, Tommi Kurki, Tomi Kinnunen, Chin-Hui Lee
2014 A conf
Feature space maximum a posteriori linear regression for adaptation of deep neural networks.
INTERSPEECH
Zhen Huang, Jinyu Li, Sabato Marco Siniscalchi, I-Fan Chen, Chao Weng, Chin-Hui Lee
2014 Misc conf
Introducing attribute features to foreign accent recognition.
ICASSP
Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee
2013 J jnl
A Bottom-Up Modular Search Approach to Large Vocabulary Continuous Speech Recognition.
IEEE Trans. Speech Audio Process.
Sabato Marco Siniscalchi, Torbjørn Svendsen, Chin-Hui Lee
2013 J jnl
An Information-Extraction Approach to Speech Processing: Analysis, Detection, Verification, and Recognition.
Proc. IEEE
Chin-Hui Lee, Sabato Marco Siniscalchi
2013 — conf
An experimental study on structural-MAP approaches to implementing very large vocabulary speech recognition systems for real-world tasks.
APSIPA
I-Fan Chen, Sabato Marco Siniscalchi, Seokyong Moon, Daejin Shin, Myoung-Wan Koo, Minhwa Chung, Chin-Hui Lee
2013 J jnl
Exploiting deep neural networks for detection-based speech recognition.
Neurocomputing
Sabato Marco Siniscalchi, Dong Yu, Li Deng, Chin-Hui Lee
2013 J jnl
Hermitian Polynomial for Speaker Adaptation of Connectionist Speech Recognition Systems.
IEEE Trans. Speech Audio Process.
Sabato Marco Siniscalchi, Jinyu Li, Chin-Hui Lee
2013 A conf
Knowledge integration for improving performance in LVCSR.
INTERSPEECH
Chen-Yu Chiang, Sabato Marco Siniscalchi, Sin-Horng Chen, Chin-Hui Lee
2013 J jnl
Model-based margin estimation for hidden Markov model learning and generalisation.
IET Signal Process.
Sabato Marco Siniscalchi, Jinyu Li, Chin-Hui Lee
2013 J jnl
Speech Recognition Using Long-Span Temporal Patterns in a Deep Network Model.
IEEE Signal Process. Lett.
Sabato Marco Siniscalchi, Dong Yu, Li Deng, Chin-Hui Lee
2013 J jnl
Universal attribute characterization of spoken languages for automatic spoken language recognition.
Comput. Speech Lang.
Sabato Marco Siniscalchi, Jeremy Reed, Torbjørn Svendsen, Chin-Hui Lee
2012 — conf
A new confidence measure combining Hidden Markov Models and Artificial Neural Networks of phonemes for effective keyword spotting.
ISCSLP
Su Jun Leow, Tze Siong Lau, Alvina Goh, Han Meng Peh, Teck Khim Ng, Sabato Marco Siniscalchi, Chin-Hui Lee
2012 — conf
A study on cross-language knowledge integration in Mandarin LVCSR.
ISCSLP
Chen-Yu Chiang, Sabato Marco Siniscalchi, Yih-Ru Wang, Sin-Horng Chen, Chin-Hui Lee
2012 Misc conf
Boosting attribute and phone estimation accuracies with deep neural networks for detection-based speech recognition.
ICASSP
Dong Yu, Sabato Marco Siniscalchi, Li Deng, Chin-Hui Lee
2012 J jnl
Combining speech attribute detection and penalized logistic regression for phoneme recognition.
Neurocomputing
Sabato Marco Siniscalchi
2012 A conf
Consumer-level multimedia event detection through unsupervised audio signal modeling.
INTERSPEECH
Byungki Byun, Ilseo Kim, Sabato Marco Siniscalchi, Chin-Hui Lee
2012 J jnl
Experiments on Cross-Language Attribute Detection and Phone Recognition With Minimal Target-Specific Training Data.
IEEE Trans. Speech Audio Process.
Sabato Marco Siniscalchi, Dau-Cheng Lyu, Torbjørn Svendsen, Chin-Hui Lee
2012 A conf
Hermitian based Hidden Activation Functions for Adaptation of Hybrid HMM/ANN Models.
INTERSPEECH
Sabato Marco Siniscalchi, Jinyu Li, Chin-Hui Lee
2011 A conf
A Bottom-Up Stepwise Knowledge-Integration Approach to Large Vocabulary Continuous Speech Recognition Using Weighted Finite State Machines.
INTERSPEECH
Sabato Marco Siniscalchi, Torbjørn Svendsen, Chin-Hui Lee
2011 C conf
Bootstrapping a spoken language identification system using unsupervised integrated sensing and processing decision trees.
ASRU
Shuai Huang, Damianos G. Karakos, Glen A. Coppersmith, Kenneth Ward Church, Sabato Marco Siniscalchi
2010 — conf
A survey on recent progress in the ASAT/SIRKUS paradigm.
ISCSLP
Sabato Marco Siniscalchi, Torbjørn Svendsen, Chin-Hui Lee
2010 Misc conf
Experimental studies on continuous speech recognition using neural architectures with "adaptive" hidden activation functions.
ICASSP
Sabato Marco Siniscalchi, Torbjørn Svendsen, Filippo Sorbello, Chin-Hui Lee
2010 A conf
Exploiting context-dependency and acoustic resolution of universal speech attribute models in spoken language recognition.
INTERSPEECH
Sabato Marco Siniscalchi, Jeremy Reed, Torbjørn Svendsen, Chin-Hui Lee
2010 J jnl
Penalized Logistic Regression With HMM Log-Likelihood Regressors for Speech Recognition.
IEEE Trans. Speech Audio Process.
Øystein Birkenes, Tomoko Matsui, Kunio Tanabe, Sabato Marco Siniscalchi, Tor André Myrvoll, Magne Hallstein Johnsen
2009 Misc conf
A phonetic feature based lattice rescoring approach to LVCSR.
ICASSP
Sabato Marco Siniscalchi, Torbjørn Svendsen, Chin-Hui Lee
2009 J jnl
A study on integrating acoustic-phonetic information into lattice rescoring for automatic speech recognition.
Speech Commun.
Sabato Marco Siniscalchi, Chin-Hui Lee
2009 A conf
Exploring universal attribute characterization of spoken languages for spoken language recognition.
INTERSPEECH
Sabato Marco Siniscalchi, Jeremy Reed, Torbjørn Svendsen, Chin-Hui Lee
2009 — conf
Minimum Classification Error Training to Improve Isolated Chord Recognition.
ISMIR
Jeremy Reed, Yushi Ueda, Sabato Marco Siniscalchi, Yuuki Uchiyama, Shigeki Sagayama, Chin-Hui Lee
2008 A conf
A penalized logistic regression approach to detection based phone classification.
INTERSPEECH
Sabato Marco Siniscalchi, Torbjørn Svendsen, Chin-Hui Lee
2008 A conf
Continuous phone recognition without target language training data.
INTERSPEECH
Dau-Cheng Lyu, Sabato Marco Siniscalchi, Tae-Yoon Kim, Chin-Hui Lee
2008 Misc conf
Toward a detector-based universal phone recognizer.
ICASSP
Sabato Marco Siniscalchi, Torbjørn Svendsen, Chin-Hui Lee
2007 — conf
Approximate Test Risk Minimization Through Soft Margin Estimation.
ICASSP (4)
Jinyu Li, Sabato Marco Siniscalchi, Chin-Hui Lee
2007 A conf
Detection-based ASR in the automatic speech attribute transcription project.
INTERSPEECH
Ilana Bromberg, Qian Qian, Jun Hou, Jinyu Li, Chengyuan Ma, Brett Matthews, Antonio Moreno-Daniel, Jeremy Morris, Sabato Marco Siniscalchi, Yu Tsao, Yu Wang
2007 — conf
High-Accuracy Phone Recognition By Combining High-Performance Lattice Generation and Knowledge Based Rescoring.
ICASSP (4)
Sabato Marco Siniscalchi, Petr Schwarz, Chin-Hui Lee
2007 C conf
Towards bottom-up continuous phone recognition.
ASRU
Sabato Marco Siniscalchi, Torbjørn Svendsen, Chin-Hui Lee
2006 — conf
A Study of Perceptron Mapping Capability to Design Speech Event Detectors.
ICASSP (5)
Sabato Marco Siniscalchi, Mark A. Clements, Antonio Gentile, Giorgio Vassallo, Filippo Sorbello
2006 A conf
A study on lattice rescoring with knowledge scores for automatic speech recognition.
INTERSPEECH
Sabato Marco Siniscalchi, Jinyu Li, Chin-Hui Lee
2006 — conf
Embedded Knowledge-Based Speech Detectors for Real-Time Recognition Tasks.
ICPP Workshops
Sabato Marco Siniscalchi, Fulvio Gennaro, Salvatore Andolina, Salvatore Vitabile, Antonio Gentile, Filippo Sorbello
2006 — conf
Noise Robust Aurora-2 Speech Recognition Employing a Codebook-Constrained Kalman Filter Preprocessor.
ICASSP (1)
Venkatesh Krishnan, Sabato Marco Siniscalchi, David V. Anderson, Mark A. Clements
2006 — —
Riconoscimento del parlato basato su tecniche di soppressione del rumore o di integrazione della conoscenza articolatoria.
Sabato Marco Siniscalchi
2005 — conf
Application of E
WIRN/NAIS
Sabato Marco Siniscalchi, Jinyu Li, Giovanni Pilato, Giorgio Vassallo, Mark A. Clements, Antonio Gentile, Filippo Sorbello
2005 — conf
Efficient FPGA Implementation of a Knowledge-Based Automatic Speech Classifier.
ICESS
Sabato Marco Siniscalchi, Fulvio Gennaro, Salvatore Vitabile, Antonio Gentile, Filippo Sorbello
2004 C conf
Efficient Rapid Prototyping of Image and Video Processing Algorithms.
DSD
Salvatore Vitabile, Antonio Gentile, Sabato Marco Siniscalchi, Filippo Sorbello
2004 — conf
Neural Classification of HEP Experimental Data.
WIRN
Salvatore Vitabile, Giovanni Pilato, Giorgio Vassallo, Sabato Marco Siniscalchi, Antonio Gentile, Filippo Sorbello
2002 A conf
MIP: A New Hybrid Multi-Agent Architecture for the Coordination of a Robot Colony Activities.
ECAI
Antonio Chella, Rosario Sorbello, Sabato Marco Siniscalchi, Salvatore Vitabile