Sabato Marco Siniscalchi
28 papers · 2016–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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(10)
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Research topics
Machine Learning
(16)
Speech & Audio
(16)
Artificial Intelligence
(12)
Recognition
(10)
Core Methods
(9)
Deep Learning
(8)
Core AI
(7)
Application Areas
(6)
Learning Types
(6)
Natural Language Processing
(5)
Learning Paradigms
(5)
Analysis
(4)
Architectures
(4)
Healthcare & Medicine
(3)
Applications
(3)
Keywords
large language model
(4)
automatic speech recognition
(4)
convolutional neural network
(4)
transfer learning
(3)
self-supervised learning
(3)
multimodal learning
(3)
speech attribute
(3)
acoustic-to-articulatory inversion
(3)
speech enhancement
(3)
acoustic feature
(3)
acoustic modeling
(3)
speech processing
(2)
domain adaptation
(2)
end-to-end speech recognition
(2)
mispronunciation detection
(2)
distant speech recognition
(2)
generative error correction
(2)
audio-visual fusion
(2)
differential privacy
(2)
speech analysis
(2)
Papers
Exploring Generative Error Correction for Dysarthric Speech Recognition
Interspeech 2025
From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology
Interspeech 2025
βKAN you hear me?β Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding
Interspeech 2025
MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization
ACL 2025
MVP: Multi-source Voice Pathology detection
Interspeech 2025
Synchronous analysis of abnormal acoustic and linguistic production in Parkinson's speech
Interspeech 2025
The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition
Interspeech 2025
Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions
Interspeech 2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
ICLR 2024
Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition
Interspeech 2024
Speech Analysis of Language Varieties in Italy
COLING 2024
Description and analysis of the KPT system for NIST Language Recognition Evaluation 2022
Interspeech 2023
Differentially Private Adapters for Parameter Efficient Acoustic Modeling
Interspeech 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models
NeurIPS 2023
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition
Interspeech 2023
Audio-Visual Speech Recognition in MISP2021 Challenge: Dataset Release and Deep Analysis
Interspeech 2022
Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis
Interspeech 2022
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification
Interspeech 2021
Raw Speech-to-Articulatory Inversion by Temporal Filtering and Decimation
Interspeech 2021
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances
Interspeech 2020
Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement
Interspeech 2020
Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification
Interspeech 2020
Sequence-to-Sequence Articulatory Inversion Through Time Convolution of Sub-Band Frequency Signals
Interspeech 2020
Transfer Learning of Articulatory Information Through Phone Information
Interspeech 2020
A Phonetic-Level Analysis of Different Input Features for Articulatory Inversion
Interspeech 2019
Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models
Interspeech 2017
Joint Training of Multi-Channel-Condition Dereverberation and Acoustic Modeling of Microphone Array Speech for Robust Distant Speech Recognition
Interspeech 2017
Detecting Mispronunciations of L2 Learners and Providing Corrective Feedback Using Knowledge-Guided and Data-Driven Decision Trees
Interspeech 2016