Buchumschlag

SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Chen, Sirry, Wang, Jieyi, Chen, Wei, Wei, Zhongyu
Format:	Preprint
Veröffentlicht:	2026
Schlagworte:	Computation and Language Artificial Intelligence
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

SpeechR: A Benchmark for Speech Reasoning in Large Audio-Language Models
von: Yang, Wanqi, et al.
Veröffentlicht: (2025)

EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records
von: Zhao, Shuguang, et al.
Veröffentlicht: (2025)

Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models
von: Xiang, Bajian, et al.
Veröffentlicht: (2025)

MedCalc-Eval and MedCalc-Env: Advancing Medical Calculation Capabilities of Large Language Models
von: Mao, Kangkun, et al.
Veröffentlicht: (2025)

FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model
von: Lu, Yichen, et al.
Veröffentlicht: (2024)

LoASR-Bench: Evaluating Large Speech Language Models on Low-Resource Automatic Speech Recognition Across Language Families
von: Chen, Jianan, et al.
Veröffentlicht: (2026)

PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging
von: He, Jinlong, et al.
Veröffentlicht: (2024)

MOSS-Speech: Towards True Speech-to-Speech Models Without Text Guidance
von: Zhao, Xingjian, et al.
Veröffentlicht: (2025)

Lightweight Large Language Model for Medication Enquiry: Med-Pal
von: Elangovan, Kabilan, et al.
Veröffentlicht: (2024)

An Exploration of Mamba for Speech Self-Supervised Models
von: Lin, Tzu-Quan, et al.
Veröffentlicht: (2025)

SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks
von: Chang, Kai-Wei, et al.
Veröffentlicht: (2024)

MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning
von: Shi, Wenqi, et al.
Veröffentlicht: (2024)

Comparing Large Language Models and Traditional Machine Translation Tools for Translating Medical Consultation Summaries: A Pilot Study
von: Li, Andy, et al.
Veröffentlicht: (2025)

Do We Need Distinct Representations for Every Speech Token? Unveiling and Exploiting Redundancy in Large Speech Language Models
von: Xiang, Bajian, et al.
Veröffentlicht: (2026)

Efficient Training for Cross-lingual Speech Language Models
von: Zhou, Yan, et al.
Veröffentlicht: (2026)

MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
von: Khandekar, Nikhil, et al.
Veröffentlicht: (2024)

Optimal Transport Regularization for Speech Text Alignment in Spoken Language Models
von: Xu, Wenze, et al.
Veröffentlicht: (2025)

VietMed: A Dataset and Benchmark for Automatic Speech Recognition of Vietnamese in the Medical Domain
von: Le-Duc, Khai
Veröffentlicht: (2024)

Med-RewardBench: Benchmarking Reward Models and Judges for Medical Multimodal Large Language Models
von: Ding, Meidan, et al.
Veröffentlicht: (2025)

SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation
von: Luthra, Mahi, et al.
Veröffentlicht: (2025)

Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks
von: Hsu, Ming-Hao, et al.
Veröffentlicht: (2023)

Is Child-Directed Speech Effective Training Data for Language Models?
von: Feng, Steven Y., et al.
Veröffentlicht: (2024)

MedGo: A Chinese Medical Large Language Model
von: Zhang, Haitao, et al.
Veröffentlicht: (2024)

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
von: Bedi, Suhana, et al.
Veröffentlicht: (2025)

LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model
von: Sun, Yirong, et al.
Veröffentlicht: (2025)

Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation
von: Feng, Pengchao, et al.
Veröffentlicht: (2025)

StressTransfer: Stress-Aware Speech-to-Speech Translation with Emphasis Preservation
von: Chen, Xi, et al.
Veröffentlicht: (2025)

SpeechJudge: Towards Human-Level Judgment for Speech Naturalness
von: Zhang, Xueyao, et al.
Veröffentlicht: (2025)

Automatic Speech Recognition for Greek Medical Dictation
von: Georgilas, Vardis, et al.
Veröffentlicht: (2025)

Adapting Foundation Speech Recognition Models to Impaired Speech: A Semantic Re-chaining Approach for Personalization of German Speech
von: Pokel, Niclas, et al.
Veröffentlicht: (2025)

VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model
von: Long, Zuwei, et al.
Veröffentlicht: (2025)

MetaSICL: Adapting Audiroty LLM via Meta Speech In-Context Learning
von: Zheng, Haolong, et al.
Veröffentlicht: (2026)

MTalk-Bench: Evaluating Speech-to-Speech Models in Multi-Turn Dialogues via Arena-style and Rubrics Protocols
von: Du, Yuhao, et al.
Veröffentlicht: (2025)

InsQABench: Benchmarking Chinese Insurance Domain Question Answering with Large Language Models
von: Ding, Jing, et al.
Veröffentlicht: (2025)

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models
von: Pandit, Shrey, et al.
Veröffentlicht: (2025)

An Effective Context-Balanced Adaptation Approach for Long-Tailed Speech Recognition
von: Wang, Yi-Cheng, et al.
Veröffentlicht: (2024)

Cross-Lingual Interleaving for Speech Language Models
von: Moumen, Adel, et al.
Veröffentlicht: (2025)

Cross-Modal Knowledge Distillation for Speech Large Language Models
von: Wang, Enzhi, et al.
Veröffentlicht: (2025)

Effective Noise-aware Data Simulation for Domain-adaptive Speech Enhancement Leveraging Dynamic Stochastic Perturbation
von: Wang, Chien-Chun, et al.
Veröffentlicht: (2024)

Speech-FT: Merging Pre-trained And Fine-Tuned Speech Representation Models For Cross-Task Generalization
von: Lin, Tzu-Quan, et al.
Veröffentlicht: (2025)