Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from Speech
Fuente:
arXiv
Saved in:
| Main Authors: | La Quatra, Moreno, Orozco-Arroyave, Juan Rafael, Siniscalchi, Marco Sabato |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions
by: La Quatra, Moreno, et al.
Published: (2024)
by: La Quatra, Moreno, et al.
Published: (2024)
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction
by: La Quatra, Moreno, et al.
Published: (2025)
by: La Quatra, Moreno, et al.
Published: (2025)
An Investigation of Incorporating Mamba for Speech Enhancement
by: Chao, Rong, et al.
Published: (2024)
by: Chao, Rong, et al.
Published: (2024)
voc2vec: A Foundation Model for Non-Verbal Vocalization
by: Koudounas, Alkis, et al.
Published: (2025)
by: Koudounas, Alkis, et al.
Published: (2025)
Exploring Generative Error Correction for Dysarthric Speech Recognition
by: La Quatra, Moreno, et al.
Published: (2025)
by: La Quatra, Moreno, et al.
Published: (2025)
Hallucination Benchmark for Speech Foundation Models
by: Koudounas, Alkis, et al.
Published: (2025)
by: Koudounas, Alkis, et al.
Published: (2025)
Exploiting Consistency-Preserving Loss and Perceptual Contrast Stretching to Boost SSL-based Speech Enhancement
by: Khan, Muhammad Salman, et al.
Published: (2024)
by: Khan, Muhammad Salman, et al.
Published: (2024)
Benchmarking Representations for Speech, Music, and Acoustic Events
by: La Quatra, Moreno, et al.
Published: (2024)
by: La Quatra, Moreno, et al.
Published: (2024)
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding
by: Koudounas, Alkis, et al.
Published: (2025)
by: Koudounas, Alkis, et al.
Published: (2025)
From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology
by: Li, Haoyang, et al.
Published: (2024)
by: Li, Haoyang, et al.
Published: (2024)
The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition
by: Gao, Ming, et al.
Published: (2025)
by: Gao, Ming, et al.
Published: (2025)
Aligning Generative Speech Enhancement with Perceptual Feedback
by: Li, Haoyang, et al.
Published: (2025)
by: Li, Haoyang, et al.
Published: (2025)
Zero-Shot Parkinson's Disease Detection from Speech: Comparing Large Audio and Language Models
by: Kabir, Muhammad Ashad, et al.
Published: (2026)
by: Kabir, Muhammad Ashad, et al.
Published: (2026)
A Bottom-up Framework with Language-universal Speech Attribute Modeling for Syllable-based ASR
by: Yen, Hao, et al.
Published: (2025)
by: Yen, Hao, et al.
Published: (2025)
A Knowledge-Driven Approach to Music Segmentation, Music Source Separation and Cinematic Audio Source Separation
by: Ho, Chun-wei, et al.
Published: (2026)
by: Ho, Chun-wei, et al.
Published: (2026)
Evaluating the Effectiveness of Pre-Trained Audio Embeddings for Classification of Parkinson's Disease Speech Data
by: Postma, Emmy, et al.
Published: (2025)
by: Postma, Emmy, et al.
Published: (2025)
MVP: Multi-source Voice Pathology detection
by: Koudounas, Alkis, et al.
Published: (2025)
by: Koudounas, Alkis, et al.
Published: (2025)
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition
by: Chen, Chen, et al.
Published: (2024)
by: Chen, Chen, et al.
Published: (2024)
A Knowledge-Driven Approach to Target Speech Extraction in the Presence of Background Sound Effects for Cinematic Audio Source Separation (CASS)
by: Ho, Chun-wei, et al.
Published: (2026)
by: Ho, Chun-wei, et al.
Published: (2026)
A Benchmark for Early-stage Parkinson's Disease Detection from Speech
by: Zhong, Terry Yi, et al.
Published: (2026)
by: Zhong, Terry Yi, et al.
Published: (2026)
PPINtonus: Early Detection of Parkinson's Disease Using Deep-Learning Tonal Analysis
by: Reddy, Varun
Published: (2024)
by: Reddy, Varun
Published: (2024)
Bayesian adaptive learning to latent variables via Variational Bayes and Maximum a Posteriori
by: Hu, Hu, et al.
Published: (2024)
by: Hu, Hu, et al.
Published: (2024)
A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models
by: Zezario, Ryandhimas E., et al.
Published: (2024)
by: Zezario, Ryandhimas E., et al.
Published: (2024)
MDM-ASR: Bridging Accuracy and Efficiency in ASR with Diffusion-Based Non-Autoregressive Decoding
by: Yen, Hao, et al.
Published: (2026)
by: Yen, Hao, et al.
Published: (2026)
An Investigation on Combining Geometry and Consistency Constraints into Phase Estimation for Speech Enhancement
by: Ho, Chun-Wei, et al.
Published: (2025)
by: Ho, Chun-Wei, et al.
Published: (2025)
Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition
by: Yen, Hao, et al.
Published: (2024)
by: Yen, Hao, et al.
Published: (2024)
Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer
by: Hu, Hu, et al.
Published: (2025)
by: Hu, Hu, et al.
Published: (2025)
An Explicit Consistency-Preserving Loss Function for Phase Reconstruction and Speech Enhancement
by: Ku, Pin-Jui, et al.
Published: (2024)
by: Ku, Pin-Jui, et al.
Published: (2024)
Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM
by: Ali, Majid, et al.
Published: (2024)
by: Ali, Majid, et al.
Published: (2024)
A Dual-Branch Parallel Network for Speech Enhancement and Restoration
by: Yang, Da-Hee, et al.
Published: (2024)
by: Yang, Da-Hee, et al.
Published: (2024)
Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech
by: Mancini, Eleonora, et al.
Published: (2024)
by: Mancini, Eleonora, et al.
Published: (2024)
DeepDialogue: A Multi-Turn Emotionally-Rich Spoken Dialogue Dataset
by: Koudounas, Alkis, et al.
Published: (2025)
by: Koudounas, Alkis, et al.
Published: (2025)
A Survey of Deep Learning for Complex Speech Spectrograms
by: Xie, Yuying, et al.
Published: (2025)
by: Xie, Yuying, et al.
Published: (2025)
Heterogeneous Space Fusion and Dual-Dimension Attention: A New Paradigm for Speech Enhancement
by: Zheng, Tao, et al.
Published: (2024)
by: Zheng, Tao, et al.
Published: (2024)
Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers
by: Zhong, Terry Yi, et al.
Published: (2025)
by: Zhong, Terry Yi, et al.
Published: (2025)
Few-Shot and Pseudo-Label Guided Speech Quality Evaluation with Large Language Models
by: Zezario, Ryandhimas E., et al.
Published: (2026)
by: Zezario, Ryandhimas E., et al.
Published: (2026)
EmoAttack: Utilizing Emotional Voice Conversion for Speech Backdoor Attacks on Deep Speech Classification Models
by: Yao, Wenhan, et al.
Published: (2024)
by: Yao, Wenhan, et al.
Published: (2024)
Feature Importance across Domains for Improving Non-Intrusive Speech Intelligibility Prediction in Hearing Aids
by: Zezario, Ryandhimas E., et al.
Published: (2025)
by: Zezario, Ryandhimas E., et al.
Published: (2025)
Temporal-Aware Iterative Speech Model for Dementia Detection
by: Ugwu, Chukwuemeka, et al.
Published: (2025)
by: Ugwu, Chukwuemeka, et al.
Published: (2025)
MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement
by: Kühne, Nikolai Lund, et al.
Published: (2025)
by: Kühne, Nikolai Lund, et al.
Published: (2025)
Similar Items
-
Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions
by: La Quatra, Moreno, et al.
Published: (2024) -
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction
by: La Quatra, Moreno, et al.
Published: (2025) -
An Investigation of Incorporating Mamba for Speech Enhancement
by: Chao, Rong, et al.
Published: (2024) -
voc2vec: A Foundation Model for Non-Verbal Vocalization
by: Koudounas, Alkis, et al.
Published: (2025) -
Exploring Generative Error Correction for Dysarthric Speech Recognition
by: La Quatra, Moreno, et al.
Published: (2025)