Sabato Marco Siniscalchi

university of palermo

30H指数

207论文数

3.0K被引数

收录论文 31

发表时间

Closing the ELBO Gap in Diffusion Models for Speech Enhancement and Dereverberation 扩散模型在语音增强和去混响中缩小ELBO差距

IEEE Transactions on Audio Speech and Language Processing

IF0

2026-01-01

PREAI

Guo, Zilu; Siniscalchi, Sabato Marco; Du, Jun; Shen, Kai; Pan, Jia; Gao, Jianqing

HDA-SELD: Hierarchical Cross-Modal Distillation With Multi-Level Data Augmentation for Low-Resource Audio-Visual Sound Event Localization and Detection HDA-SELD：基于多级数据增强的层次化跨模态蒸馏用于低资源视听声事件定位与检测

IEEE Transactions on Audio Speech and Language Processing

IF0

2026-01-01

PREAI

Wang, Qing; Jiang, Ya; Chen, Hang; Siniscalchi, Sabato Marco; Du, Jun; Gao, Jianqing

Using Cross-Attention for Conversational ASR over the Telephone 利用交叉注意力进行电话会话语音识别

TEXT, SPEECH, AND DIALOGUE, TSD 2025, PT I

IF0

2026-01-01

PREAI

Dymbe, Simen; Siniscalchi, Sabato Marco; Svendsen, Torbjorn; Salvi, Giampiero

Toward Robust Assessment of Pathological Voices via Combined Low-Level Descriptors and Foundation Model Representations 通过结合低层描述符和基础模型表示实现病理声音的鲁棒评估

IEEE Journal of Biomedical and Health Informatics

IF6.8

2025-12-15

OAAI

Whenty Ariyanti; Kuan-Yu Chen; Sabato Marco Siniscalchi; Hsin-Min Wang; Yu Tsao

Lightweight Audio-Visual Wake Word Spotting With Diverse Acoustic Knowledge Distillation 轻量级视听唤醒词检测与多样化声学知识蒸馏

IEEE Transactions on Circuits and Systems for Video Technology

IF11.1

2025-07-01

PREAI

Ke-Wei Li; Hang Chen; Jun Du; Heng-Shun Zhou; Sabato Marco Siniscalchi; Shu-Tong Niu; Shi-Fu Xiong

Cross-attention among spectrum, waveform and SSL representations with bidirectional knowledge distillation for speech enhancement 频谱、波形和SSL表征之间的交叉注意力与双向知识蒸馏用于语音增强

INFORMATION FUSION

IF15.5

2025-05-13

PREAI

Chen, Hang; Wang, Chenxi; Wang, Qing; Du, Jun; Siniscalchi, Sabato Marco; Wan, Genshun; Pan, Jia; Ding, Huijun

HPCNet: Hybrid Pixel and Contour Network for Audio-Visual Speech Enhancement With Low-Quality Video HPCNet：用于低质量视频下视听语音增强的混合像素和轮廓网络

IEEE Journal of Selected Topics in Signal Processing

IF13.7

2025-05-01

PREAI

Hang Chen; Chen-Yue Zhang; Qing Wang; Jun Du; Sabato Marco Siniscalchi; Shi-Fu Xiong; Gen-Shun Wan

Foundation Models for Speech Enhancement Leveraging Consistency Constraints and Contrast Stretching 利用一致性约束和对比度拉伸的语音增强基础模型

IEEE Access

IF3.6

2025-01-01

OAAI

Muhammad Salman Khan; Valerio Mario Salerno; Moreno la Quatra; Kuo-Hsuan Hung; Szu-Wei Fu; Yu Tsao; Sabato Marco Siniscalchi

Controllable Conformer for Speech Enhancement and Recognition

ieee signal processing magazine

IF3.9

2025-01-01

PREAI

Guo, Zilu; Du, Jun; Siniscalchi, Sabato Marco; Pan, Jia; Liu, Qingfeng

How word semantics and phonology affect handwriting of Alzheimer's patients: A machine learning based analysis

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-02-01

OAAI

Cilia, Nicole D.; De Stefano, Claudio; Fontanella, Francesco; Siniscalchi, Sabato Marco

A step-by-step training method for multi generator GANs with application to anomaly detection and cybersecurity

NEUROCOMPUTING

IF6.5

2023-06-01

OAAI

Adiban, Mohammad; Siniscalchi, Sabato Marco; Salvi, Giampiero

Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2022-01-01

OAAI

Shahrebabaki, Abdolreza Sabzi; Salvi, Giampiero; Svendsen, Torbjorn; Siniscalchi, Sabato Marco

Vector-to-Vector Regression via Distributional Loss for Speech Enhancement

ieee signal processing magazine

IF3.9

2021-01-01

PREAI

Siniscalchi, Sabato Marco

Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS

IF4.9

2020-12-01

OAAI

Hussain, Tassadaq; Siniscalchi, Sabato Marco; Wang, Hsiao-Lan Sharon; Tsao, Yu; Salerno, Valerio Mario; Liao, Wen-Hung

Maximal Figure-of-Merit Framework to Detect Multi-Label Phonetic Features for Spoken Language Recognition 用于检测口语识别的多标签语音特征的最大品质因数框架

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2020-01-01

OAAI

Kukanov, Ivan; Trung Ngo Trong; Hautamaki, Ville; Siniscalchi, Sabato Marco; Salerno, Valerio Mario; Lee, Kong Aik

On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression 基于深度神经网络的向量-向量回归的平均绝对误差研究

ieee signal processing magazine

IF3.9

2020-01-01

177

OAAI

Qi, Jun; Du, Jun; Siniscalchi, Sabato Marco; Ma, Xiaoli; Lee, Chin-Hui

Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2019-12-01

PREAI

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

A Theory on Deep Neural Network Based Vector-to-Vector Regression With an Illustration of Its Expressive Power in Speech Enhancement 基于深度神经网络的向量到向量回归理论及其在语音增强中的表达能力

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2019-12-01

PREAI

Qi, Jun; Du, Jun; Siniscalchi, Sabato Marco; Lee, Chin-Hui

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

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2017-12-01

PREAI

Wu, Bo; Li, Kehuang; Ge, Fengpei; Huang, Zhen; Yang, Minglei; Siniscalchi, Sabato Marco; Lee, Chin-Hui

Hierarchical Bayesian combination of plug-in maximum a posteriori decoders in deep neural networks-based speech recognition and speaker adaptation

PATTERN RECOGNITION LETTERS

IF3.3

2017-10-01

PREAI

Huang, Zhen; Siniscalchi, Sabato Marco; Lee, Chin-Hui

研究方向