When Large Language Models Meet Speech: A Survey on Integration Approaches
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Zhengdong, Shimizu, Shuichiro, Yu, Yahan, Chu, Chenhui |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition
by: Yang, Zhengdong, et al.
Published: (2025)
by: Yang, Zhengdong, et al.
Published: (2025)
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models
by: Wan, Zhen, et al.
Published: (2025)
by: Wan, Zhen, et al.
Published: (2025)
Recent Advances in Speech Language Models: A Survey
by: Cui, Wenqian, et al.
Published: (2024)
by: Cui, Wenqian, et al.
Published: (2024)
Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving
by: Xie, Jingran, et al.
Published: (2025)
by: Xie, Jingran, et al.
Published: (2025)
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models
by: Zhang, Xin, et al.
Published: (2023)
by: Zhang, Xin, et al.
Published: (2023)
Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study
by: Min, Zeping, et al.
Published: (2023)
by: Min, Zeping, et al.
Published: (2023)
StreamUni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model
by: Guo, Shoutao, et al.
Published: (2025)
by: Guo, Shoutao, et al.
Published: (2025)
Enabling Auditory Large Language Models for Automatic Speech Quality Evaluation
by: Wang, Siyin, et al.
Published: (2024)
by: Wang, Siyin, et al.
Published: (2024)
An End-to-End Speech Summarization Using Large Language Model
by: Shang, Hengchao, et al.
Published: (2024)
by: Shang, Hengchao, et al.
Published: (2024)
Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition
by: Cornell, Samuele, et al.
Published: (2024)
by: Cornell, Samuele, et al.
Published: (2024)
S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models
by: Fang, Yuanbo, et al.
Published: (2025)
by: Fang, Yuanbo, et al.
Published: (2025)
Customizing Speech Recognition Model with Large Language Model Feedback
by: Ling, Shaoshi, et al.
Published: (2025)
by: Ling, Shaoshi, et al.
Published: (2025)
Large Language Models for Dysfluency Detection in Stuttered Speech
by: Wagner, Dominik, et al.
Published: (2024)
by: Wagner, Dominik, et al.
Published: (2024)
Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
by: Chen, Chen, et al.
Published: (2025)
by: Chen, Chen, et al.
Published: (2025)
Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
A Comparative Study of Discrete Speech Tokens for Semantic-Related Tasks with Large Language Models
by: Wang, Dingdong, et al.
Published: (2024)
by: Wang, Dingdong, et al.
Published: (2024)
SpeechVerse: A Large-scale Generalizable Audio Language Model
by: Das, Nilaksh, et al.
Published: (2024)
by: Das, Nilaksh, et al.
Published: (2024)
BLSP-Emo: Towards Empathetic Large Speech-Language Models
by: Wang, Chen, et al.
Published: (2024)
by: Wang, Chen, et al.
Published: (2024)
Closing the Modality Reasoning Gap for Speech Large Language Models
by: Wang, Chaoren, et al.
Published: (2026)
by: Wang, Chaoren, et al.
Published: (2026)
Boosting Large Language Model for Speech Synthesis: An Empirical Study
by: Hao, Hongkun, et al.
Published: (2023)
by: Hao, Hongkun, et al.
Published: (2023)
SEAL: Speech Embedding Alignment Learning for Speech Large Language Model with Retrieval-Augmented Generation
by: Sun, Chunyu, et al.
Published: (2025)
by: Sun, Chunyu, et al.
Published: (2025)
SLIDE: Integrating Speech Language Model with LLM for Spontaneous Spoken Dialogue Generation
by: Lu, Haitian, et al.
Published: (2025)
by: Lu, Haitian, et al.
Published: (2025)
SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information
by: Yang, Chih-Kai, et al.
Published: (2025)
by: Yang, Chih-Kai, et al.
Published: (2025)
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis
by: Peng, Yifan, et al.
Published: (2024)
by: Peng, Yifan, et al.
Published: (2024)
Leveraging Large Language Models for Sarcastic Speech Annotation in Sarcasm Detection
by: Li, Zhu, et al.
Published: (2025)
by: Li, Zhu, et al.
Published: (2025)
Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech
by: Kang, Wonjune, et al.
Published: (2024)
by: Kang, Wonjune, et al.
Published: (2024)
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models
by: Peri, Raghuveer, et al.
Published: (2024)
by: Peri, Raghuveer, et al.
Published: (2024)
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
by: Kim, Heeseung, et al.
Published: (2024)
by: Kim, Heeseung, et al.
Published: (2024)
Investigating Decoder-only Large Language Models for Speech-to-text Translation
by: Huang, Chao-Wei, et al.
Published: (2024)
by: Huang, Chao-Wei, et al.
Published: (2024)
MSLM-S2ST: A Multitask Speech Language Model for Textless Speech-to-Speech Translation with Speaker Style Preservation
by: Peng, Yifan, et al.
Published: (2024)
by: Peng, Yifan, et al.
Published: (2024)
Direct Speech-to-Speech Neural Machine Translation: A Survey
by: Gupta, Mahendra, et al.
Published: (2024)
by: Gupta, Mahendra, et al.
Published: (2024)
ESPnet-SpeechLM: An Open Speech Language Model Toolkit
by: Tian, Jinchuan, et al.
Published: (2025)
by: Tian, Jinchuan, et al.
Published: (2025)
Summarizing Speech: A Comprehensive Survey
by: Retkowski, Fabian, et al.
Published: (2025)
by: Retkowski, Fabian, et al.
Published: (2025)
Transformers in Speech Processing: A Survey
by: Latif, Siddique, et al.
Published: (2023)
by: Latif, Siddique, et al.
Published: (2023)
Assessment of L2 Oral Proficiency using Speech Large Language Models
by: Ma, Rao, et al.
Published: (2025)
by: Ma, Rao, et al.
Published: (2025)
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)
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding
by: Shon, Suwon, et al.
Published: (2024)
by: Shon, Suwon, et al.
Published: (2024)
Pinyin Regularization in Error Correction for Chinese Speech Recognition with Large Language Models
by: Tang, Zhiyuan, et al.
Published: (2024)
by: Tang, Zhiyuan, et al.
Published: (2024)
Speech Recognition Rescoring with Large Speech-Text Foundation Models
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2024)
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2024)
From Statistical Methods to Pre-Trained Models; A Survey on Automatic Speech Recognition for Resource Scarce Urdu Language
by: Sharif, Muhammad, et al.
Published: (2024)
by: Sharif, Muhammad, et al.
Published: (2024)
Similar Items
-
Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition
by: Yang, Zhengdong, et al.
Published: (2025) -
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models
by: Wan, Zhen, et al.
Published: (2025) -
Recent Advances in Speech Language Models: A Survey
by: Cui, Wenqian, et al.
Published: (2024) -
Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving
by: Xie, Jingran, et al.
Published: (2025) -
SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models
by: Zhang, Xin, et al.
Published: (2023)