Cover Image

Cross-Lingual Multi-Granularity Framework for Interpretable Parkinson's Disease Diagnosis from Speech

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tougui, Ilias, Zakroum, Mehdi, Ghogho, Mounir
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Sound Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A multilingual training strategy for low resource Text to Speech
by: Amalas, Asma, et al.
Published: (2024)

Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease
by: Hernandez, Abner, et al.
Published: (2026)

XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception
by: Han, HyoJung, et al.
Published: (2024)

Leveraging Parameter-Efficient Transfer Learning for Multi-Lingual Text-to-Speech Adaptation
by: Li, Yingting, et al.
Published: (2024)

Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios
by: Gállego, Gerard I., et al.
Published: (2025)

Enhancing Multimodal Emotion Recognition through Multi-Granularity Cross-Modal Alignment
by: Wang, Xuechen, et al.
Published: (2024)

Description-based Controllable Text-to-Speech with Cross-Lingual Voice Control
by: Yamamoto, Ryuichi, et al.
Published: (2024)

Towards a Generalizable Speech Marker for Parkinson's Disease Diagnosis
by: Siniukov, Maksim, et al.
Published: (2025)

Leveraging Cross-Attention Transformer and Multi-Feature Fusion for Cross-Linguistic Speech Emotion Recognition
by: Zhao, Ruoyu, et al.
Published: (2025)

RECA-PD: A Robust Explainable Cross-Attention Method for Speech-based Parkinson's Disease Classification
by: Zhong, Terry Yi, et al.
Published: (2025)

Towards Quantifying and Reducing Language Mismatch Effects in Cross-Lingual Speech Anti-Spoofing
by: Liu, Tianchi, et al.
Published: (2024)

A Benchmark for Early-stage Parkinson's Disease Detection from Speech
by: Zhong, Terry Yi, et al.
Published: (2026)

Low-Rank and Sparse Model Merging for Multi-Lingual Speech Recognition and Translation
by: Zhao, Qiuming, et al.
Published: (2025)

HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech
by: Dong, Zhongren, et al.
Published: (2024)

Cross-Utterance Conditioned VAE for Speech Generation
by: Li, Yang, et al.
Published: (2023)

Cross-Dialect Text-To-Speech in Pitch-Accent Language Incorporating Multi-Dialect Phoneme-Level BERT
by: Yamauchi, Kazuki, et al.
Published: (2024)

Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison
by: Lam, Tsz Kin, et al.
Published: (2025)

Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers
by: Zhong, Terry Yi, et al.
Published: (2025)

Modeling Sarcastic Speech: Semantic and Prosodic Cues in a Speech Synthesis Framework
by: Li, Zhu, et al.
Published: (2025)

HarmoniFuse: A Component-Selective and Prompt-Adaptive Framework for Multi-Task Speech Language Modeling
by: Si, Yuke, et al.
Published: (2025)

Applications of Artificial Intelligence for Cross-language Intelligibility Assessment of Dysarthric Speech
by: Yeo, Eunjung, et al.
Published: (2025)

Weighted Cross-entropy for Low-Resource Languages in Multilingual Speech Recognition
by: Piñeiro-Martín, Andrés, et al.
Published: (2024)

MTP-S2UT: Enhancing Speech-to-Speech Translation Quality with Multi-token Prediction
by: Wang, Jianjin, et al.
Published: (2025)

Unsupervised ASR via Cross-Lingual Pseudo-Labeling
by: Likhomanenko, Tatiana, et al.
Published: (2023)

Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice
by: Cheng, Shanbo, et al.
Published: (2025)

Conversational Speech Recognition by Learning Audio-textual Cross-modal Contextual Representation
by: Wei, Kun, et al.
Published: (2023)

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving
by: Xie, Jingran, et al.
Published: (2025)

UCorrect: An Unsupervised Framework for Automatic Speech Recognition Error Correction
by: Guo, Jiaxin, et al.
Published: (2024)

Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition
by: Yang, Zhengdong, et al.
Published: (2025)

A Cross-Corpus Speech Emotion Recognition Method Based on Supervised Contrastive Learning
by: minjie, Xiang
Published: (2024)

Cross-Modal Denoising: A Novel Training Paradigm for Enhancing Speech-Image Retrieval
by: Zhou, Lifeng, et al.
Published: (2024)

Two-stage Framework for Robust Speech Emotion Recognition Using Target Speaker Extraction in Human Speech Noise Conditions
by: Mi, Jinyi, et al.
Published: (2024)

Emphasis Rendering for Conversational Text-to-Speech with Multi-modal Multi-scale Context Modeling
by: Liu, Rui, et al.
Published: (2024)

Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction
by: Li, Tianpeng, et al.
Published: (2025)

Acquiring Pronunciation Knowledge from Transcribed Speech Audio via Multi-task Learning
by: Sun, Siqi, et al.
Published: (2024)

MultiPA: A Multi-task Speech Pronunciation Assessment Model for Open Response Scenarios
by: Chen, Yu-Wen, et al.
Published: (2023)

Context-Enhanced Granular Edit Representation for Efficient and Accurate ASR Post-editing
by: Vejsiu, Luan, et al.
Published: (2025)

Scheduled Interleaved Speech-Text Training for Speech-to-Speech Translation with LLMs
by: Futami, Hayato, et al.
Published: (2025)

Cross-lingual Alzheimer's Disease detection based on paralinguistic and pre-trained features
by: Chen, Xuchu, et al.
Published: (2023)

SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models
by: Zhang, Xin, et al.
Published: (2023)