Leveraging Multimodal Methods and Spontaneous Speech for Alzheimer's Disease Identification
Fuente:
arXiv
Saved in:
| Main Authors: | Gao, Yifan, Guo, Long, Liu, Hong |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection
by: Gao, Yifan, et al.
Published: (2025)
by: Gao, Yifan, et al.
Published: (2025)
Leveraging Prompt Learning and Pause Encoding for Alzheimer's Disease Detection
by: Liu, Yin-Long, et al.
Published: (2024)
by: Liu, Yin-Long, et al.
Published: (2024)
Integrating Pause Information with Word Embeddings in Language Models for Alzheimer's Disease Detection from Spontaneous Speech
by: Pu, Yu, et al.
Published: (2025)
by: Pu, Yu, et al.
Published: (2025)
Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis
by: Liao, Shijia, et al.
Published: (2024)
by: Liao, Shijia, et al.
Published: (2024)
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech
by: Dong, Zhongren, et al.
Published: (2024)
by: Dong, Zhongren, et al.
Published: (2024)
A Multi-Stage Framework for Multimodal Controllable Speech Synthesis
by: Niu, Rui, et al.
Published: (2025)
by: Niu, Rui, et al.
Published: (2025)
SuPseudo: A Pseudo-supervised Learning Method for Neural Speech Enhancement in Far-field Speech Recognition
by: Luo, Longjie, et al.
Published: (2025)
by: Luo, Longjie, et al.
Published: (2025)
Bayesian Speech Synthesizers Can Learn from Multiple Teachers
by: Zhang, Ziyang, et al.
Published: (2025)
by: Zhang, Ziyang, et al.
Published: (2025)
SpeechBERTScore: Reference-Aware Automatic Evaluation of Speech Generation Leveraging NLP Evaluation Metrics
by: Saeki, Takaaki, et al.
Published: (2024)
by: Saeki, Takaaki, et al.
Published: (2024)
Self-Supervised Speech Quality Assessment (S3QA): Leveraging Speech Foundation Models for a Scalable Speech Quality Metric
by: Ogg, Mattson, et al.
Published: (2025)
by: Ogg, Mattson, et al.
Published: (2025)
Leveraging Self-Supervised Models for Automatic Whispered Speech Recognition
by: Farhadipour, Aref, et al.
Published: (2024)
by: Farhadipour, Aref, et al.
Published: (2024)
Speech as a Biomarker for Disease Detection
by: Botelho, Catarina, et al.
Published: (2024)
by: Botelho, Catarina, et al.
Published: (2024)
Leveraging Local and Global Knowledge Integration with Time-Frequency Calibrated Distillation for Speech Enhancement
by: Cheng, Jiaming, et al.
Published: (2025)
by: Cheng, Jiaming, et al.
Published: (2025)
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement
by: Ren, Wenze, et al.
Published: (2024)
by: Ren, Wenze, et al.
Published: (2024)
Leveraging Mamba with Full-Face Vision for Audio-Visual Speech Enhancement
by: Chao, Rong, et al.
Published: (2025)
by: Chao, Rong, et al.
Published: (2025)
Unmasking Deepfakes: Leveraging Augmentations and Features Variability for Deepfake Speech Detection
by: Rimon, Inbal, et al.
Published: (2025)
by: Rimon, Inbal, et al.
Published: (2025)
TF-CorrNet: Leveraging Spatial Correlation for Continuous Speech Separation
by: Shin, Ui-Hyeop, et al.
Published: (2025)
by: Shin, Ui-Hyeop, et al.
Published: (2025)
Leveraging Broadcast Media Subtitle Transcripts for Automatic Speech Recognition and Subtitling
by: Poncelet, Jakob, et al.
Published: (2025)
by: Poncelet, Jakob, et al.
Published: (2025)
Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis
by: Hu, Yifan, et al.
Published: (2025)
by: Hu, Yifan, et al.
Published: (2025)
Distil-DCCRN: A Small-footprint DCCRN Leveraging Feature-based Knowledge Distillation in Speech Enhancement
by: Han, Runduo, et al.
Published: (2024)
by: Han, Runduo, et al.
Published: (2024)
FireRedTTS: A Foundation Text-To-Speech Framework for Industry-Level Generative Speech Applications
by: Guo, Hao-Han, et al.
Published: (2024)
by: Guo, Hao-Han, et al.
Published: (2024)
BrainWhisperer: Leveraging Large-Scale ASR Models for Neural Speech Decoding
by: Boccato, Tommaso, et al.
Published: (2026)
by: Boccato, Tommaso, et al.
Published: (2026)
Listen through the Sound: Generative Speech Restoration Leveraging Acoustic Context Representation
by: Chung, Soo-Whan, et al.
Published: (2025)
by: Chung, Soo-Whan, et al.
Published: (2025)
Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods
by: Mu, Bingshen, et al.
Published: (2025)
by: Mu, Bingshen, et al.
Published: (2025)
Deep Speech Synthesis from Multimodal Articulatory Representations
by: Wu, Peter, et al.
Published: (2024)
by: Wu, Peter, et al.
Published: (2024)
Unified Architecture and Unsupervised Speech Disentanglement for Speaker Embedding-Free Enrollment in Personalized Speech Enhancement
by: Huang, Ziling, et al.
Published: (2025)
by: Huang, Ziling, et al.
Published: (2025)
SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation
by: Wang, Hui, et al.
Published: (2025)
by: Wang, Hui, et al.
Published: (2025)
Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection
by: Huang, Shangkun, et al.
Published: (2025)
by: Huang, Shangkun, et al.
Published: (2025)
Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models
by: Gao, Xiaoxue, et al.
Published: (2024)
by: Gao, Xiaoxue, et al.
Published: (2024)
CDSD: Chinese Dysarthria Speech Database
by: Wang, Yan, et al.
Published: (2023)
by: Wang, Yan, et al.
Published: (2023)
DubWise: Video-Guided Speech Duration Control in Multimodal LLM-based Text-to-Speech for Dubbing
by: Sahipjohn, Neha, et al.
Published: (2024)
by: Sahipjohn, Neha, et al.
Published: (2024)
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification
by: Peng, Yifan, et al.
Published: (2024)
by: Peng, Yifan, et al.
Published: (2024)
VALL-T: Decoder-Only Generative Transducer for Robust and Decoding-Controllable Text-to-Speech
by: Du, Chenpeng, et al.
Published: (2024)
by: Du, Chenpeng, et al.
Published: (2024)
Zero-Shot Recognition of Dysarthric Speech Using Commercial Automatic Speech Recognition and Multimodal Large Language Models
by: Alsayegh, Ali, et al.
Published: (2025)
by: Alsayegh, Ali, et al.
Published: (2025)
SEMamba++: A General Speech Restoration Framework Leveraging Global, Local, and Periodic Spectral Patterns
by: Lee, Yongjoon, et al.
Published: (2026)
by: Lee, Yongjoon, et al.
Published: (2026)
Towards a Generalizable Speech Marker for Parkinson's Disease Diagnosis
by: Siniukov, Maksim, et al.
Published: (2025)
by: Siniukov, Maksim, et al.
Published: (2025)
Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling
by: Chen, Xiaodan, et al.
Published: (2025)
by: Chen, Xiaodan, et al.
Published: (2025)
An Attribute Interpolation Method in Speech Synthesis by Model Merging
by: Murata, Masato, et al.
Published: (2024)
by: Murata, Masato, et al.
Published: (2024)
Comparative Analysis of ASR Methods for Speech Deepfake Detection
by: Salvi, Davide, et al.
Published: (2024)
by: Salvi, Davide, et al.
Published: (2024)
SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models
by: Wang, Linqin, et al.
Published: (2024)
by: Wang, Linqin, et al.
Published: (2024)
Similar Items
-
Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection
by: Gao, Yifan, et al.
Published: (2025) -
Leveraging Prompt Learning and Pause Encoding for Alzheimer's Disease Detection
by: Liu, Yin-Long, et al.
Published: (2024) -
Integrating Pause Information with Word Embeddings in Language Models for Alzheimer's Disease Detection from Spontaneous Speech
by: Pu, Yu, et al.
Published: (2025) -
Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis
by: Liao, Shijia, et al.
Published: (2024) -
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech
by: Dong, Zhongren, et al.
Published: (2024)