Image de couverture de livre

Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Gao, Yifan, Fu, Jiao, Guo, Long, Liu, Hong
Format:	Preprint
Publié:	2025
Sujets:	Sound Computation and Language Audio and Speech Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Spontaneous Speech-Based Suicide Risk Detection Using Whisper and Large Language Models
par: Cui, Ziyun, et autres
Publié: (2024)

Leveraging Multimodal Methods and Spontaneous Speech for Alzheimer's Disease Identification
par: Gao, Yifan, et autres
Publié: (2024)

Leveraging Large Language Models for Sarcastic Speech Annotation in Sarcasm Detection
par: Li, Zhu, et autres
Publié: (2025)

CASPER: A Large Scale Spontaneous Speech Dataset
par: Xiao, Cihan, et autres
Publié: (2025)

Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation
par: Kuan, Chun-Yi, et autres
Publié: (2024)

Large Language Models for Dysfluency Detection in Stuttered Speech
par: Wagner, Dominik, et autres
Publié: (2024)

Boosting Large Language Model for Speech Synthesis: An Empirical Study
par: Hao, Hongkun, et autres
Publié: (2023)

StreamUni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model
par: Guo, Shoutao, et autres
Publié: (2025)

SLIDE: Integrating Speech Language Model with LLM for Spontaneous Spoken Dialogue Generation
par: Lu, Haitian, et autres
Publié: (2025)

Recent Advances in Speech Language Models: A Survey
par: Cui, Wenqian, et autres
Publié: (2024)

SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models
par: Zhang, Xin, et autres
Publié: (2023)

Early Dementia Detection Using Multiple Spontaneous Speech Prompts: The PROCESS Challenge
par: Tao, Fuxiang, et autres
Publié: (2024)

Spontaneous Style Text-to-Speech Synthesis with Controllable Spontaneous Behaviors Based on Language Models
par: Li, Weiqin, et autres
Publié: (2024)

An End-to-End Speech Summarization Using Large Language Model
par: Shang, Hengchao, et autres
Publié: (2024)

An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis
par: Peng, Yifan, et autres
Publié: (2024)

OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification
par: Peng, Yifan, et autres
Publié: (2024)

Classification of Spontaneous and Scripted Speech for Multilingual Audio
par: Elisha, Shahar, et autres
Publié: (2024)

Measuring Entrainment in Spontaneous Code-switched Speech
par: Bhattacharya, Debasmita, et autres
Publié: (2023)

Closing the Modality Reasoning Gap for Speech Large Language Models
par: Wang, Chaoren, et autres
Publié: (2026)

S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models
par: Fang, Yuanbo, et autres
Publié: (2025)

HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech
par: Dong, Zhongren, et autres
Publié: (2024)

MSLM-S2ST: A Multitask Speech Language Model for Textless Speech-to-Speech Translation with Speaker Style Preservation
par: Peng, Yifan, et autres
Publié: (2024)

SEAL: Speech Embedding Alignment Learning for Speech Large Language Model with Retrieval-Augmented Generation
par: Sun, Chunyu, et autres
Publié: (2025)

Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition
par: Cornell, Samuele, et autres
Publié: (2024)

Customizing Speech Recognition Model with Large Language Model Feedback
par: Ling, Shaoshi, et autres
Publié: (2025)

ESPnet-SpeechLM: An Open Speech Language Model Toolkit
par: Tian, Jinchuan, et autres
Publié: (2025)

SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information
par: Yang, Chih-Kai, et autres
Publié: (2025)

Non-Invasive Suicide Risk Prediction Through Speech Analysis
par: Amiriparian, Shahin, et autres
Publié: (2024)

BLSP-Emo: Towards Empathetic Large Speech-Language Models
par: Wang, Chen, et autres
Publié: (2024)

CLAIR-A: Leveraging Large Language Models to Judge Audio Captions
par: Wu, Tsung-Han, et autres
Publié: (2024)

Echotune: A Modular Extractor Leveraging the Variable-Length Nature of Speech in ASR Tasks
par: Chen, Sizhou, et autres
Publié: (2023)

Speaker Anonymisation for Speech-based Suicide Risk Detection
par: Cui, Ziyun, et autres
Publié: (2025)

Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving
par: Xie, Jingran, et autres
Publié: (2025)

Improving Audio Codec-based Zero-Shot Text-to-Speech Synthesis with Multi-Modal Context and Large Language Model
par: Xue, Jinlong, et autres
Publié: (2024)

Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
par: Chen, Chen, et autres
Publié: (2025)

Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech
par: Kang, Wonjune, et autres
Publié: (2024)

SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models
par: Peri, Raghuveer, et autres
Publié: (2024)

Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
par: Kim, Heeseung, et autres
Publié: (2024)

SpeechVerse: A Large-scale Generalizable Audio Language Model
par: Das, Nilaksh, et autres
Publié: (2024)

Investigating Decoder-only Large Language Models for Speech-to-text Translation
par: Huang, Chao-Wei, et autres
Publié: (2024)