sabato marco siniscalchi

About sabato marco siniscalchi

sabato marco siniscalchi, With an exceptional h-index of 33 and a recent h-index of 23 (since 2020), a distinguished researcher at Università degli Studi di Enna Kore, specializes in the field of Machine Learning, Artificial Intelligence, and Machine Learning for Speech Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Bayesian adaptive learning to latent variables via Variational Bayes and Maximum a Posteriori

The multimodal information based speech processing (misp) 2023 challenge: Audio-visual target speaker extraction

Federated learning for privacy-preserving speech recognition

Boosting End-to-End Multilingual Phoneme Recognition Through Exploiting Universal Speech Attributes Constraints

Hyporadise: An open baseline for generative speech recognition with large language models

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition

A multi-dimensional deep structured state space approach to speech enhancement using small-footprint models

sabato marco siniscalchi Information

University

Position

/ Georgia Institute of Technology / Norwegian University of Science and

Citations(all)

3461

Citations(since 2020)

1915

Cited By

2206

hIndex(all)

33

hIndex(since 2020)

23

i10Index(all)

72

i10Index(since 2020)

48

Email

University Profile Page

Google Scholar

sabato marco siniscalchi Skills & Research Interests

Machine Learning

Artificial Intelligence

and Machine Learning for Speech Processing

Top articles of sabato marco siniscalchi

Title

Journal

Author(s)

Publication Date

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

Computers in Biology and Medicine

Nicole D Cilia

Claudio De Stefano

Francesco Fontanella

Sabato Marco Siniscalchi

2024/2/1

Bayesian adaptive learning to latent variables via Variational Bayes and Maximum a Posteriori

arXiv preprint arXiv:2401.13766

Hu Hu

Sabato Marco Siniscalchi

Chin-Hui Lee

2024/1/24

The multimodal information based speech processing (misp) 2023 challenge: Audio-visual target speaker extraction

Shilong Wu

Chenxi Wang

Hang Chen

Yusheng Dai

Chenyue Zhang

...

2024/4/14

Federated learning for privacy-preserving speech recognition

Chao-Han Huck Yang

Sabato Marco Siniscalchi

2024/1/1

Boosting End-to-End Multilingual Phoneme Recognition Through Exploiting Universal Speech Attributes Constraints

Hao Yen

Sabato Marco Siniscalchi

Chin-Hui Lee

2024/4/14

Hyporadise: An open baseline for generative speech recognition with large language models

Advances in Neural Information Processing Systems

Chen Chen

Yuchen Hu

Chao-Han Huck Yang

Sabato Marco Siniscalchi

Pin-Yu Chen

...

2024/2/13

It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition

arXiv preprint arXiv:2402.05457

Chen Chen

Ruizhe Li

Yuchen Hu

Sabato Marco Siniscalchi

Pin-Yu Chen

...

2024/2/8

A multi-dimensional deep structured state space approach to speech enhancement using small-footprint models

arXiv preprint arXiv:2306.00331

Pin-Jui Ku

Chao-Han Huck Yang

Sabato Marco Siniscalchi

Chin-Hui Lee

2023/6/1

S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video Prediction

arXiv preprint arXiv:2307.06701

Mohammad Adiban

Kalin Stefanov

Sabato Marco Siniscalchi

Giampiero Salvi

2023/7/13

Differentially private adapters for parameter efficient acoustic modeling

arXiv preprint arXiv:2305.11360

Chun-Wei Ho

Chao-Han Huck Yang

Sabato Marco Siniscalchi

2023/5/19

Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022

Salvatore Sarni

Sandro Cumani

Sabato Marco Siniscalchi

Andrea Bottino

2023/6/22

Cumulative Sum Analysis of Learning Curve Process for Vaginal Natural Orifice Transluminal Endoscopic Surgery Hysterectomy

Journal of Minimally Invasive Gynecology

L. Mereu

B. Pecorino

M. Ferrara

S. M. Siniscalchi

G. Garraffa

...

2023/3

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

2023/6/7

Generative error correction for code-switching speech recognition using large language models

arXiv preprint arXiv:2310.13013

Chen Chen

Yuchen Hu

Chao-Han Huck Yang

Hexin Liu

Sabato Marco Siniscalchi

...

2023/10/17

Summary on the Multimodal Information Based Speech Processing (MISP) 2022 Challenge

Hang Chen

Shilong Wu

Yusheng Dai

Zhe Wang

Jun Du

...

2023/6/4

An experimental study on private aggregation of teacher ensemble learning for end-to-end speech recognition

Chao-Han Huck Yang

I-Fan Chen

Andreas Stolcke

Sabato Marco Siniscalchi

Chin-Hui Lee

2023/1/9

A quantum kernel learning approach to acoustic modeling for spoken command recognition

Chao-Han Huck Yang

Bo Li

Yu Zhang

Nanxin Chen

Tara N Sainath

...

2023/6/4

Inference and Denoise: Causal Inference-Based Neural Speech Enhancement

Tsun-An Hsieh

Chao-Han Huck Yang

Pin-Yu Chen

Sabato Marco Siniscalchi

Yu Tsao

2023/9/17

A study on joint modeling and data augmentation of multi-modalities for audio-visual scene classification

Qing Wang

Jun Du

Siyuan Zheng

Yunqing Li

Yajian Wang

...

2022/12/11

IA Systems for Security Access

Vincenzo Conti

NICOLE DALIA Cilia

Giovanni Garraffa

Salvatore Sorce

SABATO Siniscalchi

2022

See List of Professors in sabato marco siniscalchi University(Università degli Studi di Enna Kore)

Co-Authors

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