Cover Image

Enhancing Speech Large Language Models through Reinforced Behavior Alignment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Yansong, Li, Jiateng, Liu, Yuan
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment
by: Lu, Ke-Han, 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)

Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR
by: Peng, Yizhou, et al.
Published: (2025)

SEAL: Speech Embedding Alignment Learning for Speech Large Language Model with Retrieval-Augmented Generation
by: Sun, Chunyu, et al.
Published: (2025)

BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing
by: Wang, Chen, et al.
Published: (2023)

Evaluation of LLMs in Speech is Often Flawed: Test Set Contamination in Large Language Models for Speech Recognition
by: Tseng, Yuan, et al.
Published: (2025)

Chain of Correction for Full-text Speech Recognition with Large Language Models
by: Tang, Zhiyuan, et al.
Published: (2025)

StreamUni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model
by: Guo, Shoutao, et al.
Published: (2025)

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

Adaptive Inner Speech-Text Alignment for LLM-based Speech Translation
by: Liu, Henglyu, et al.
Published: (2025)

Closing the Modality Reasoning Gap for Speech Large Language Models
by: Wang, Chaoren, et al.
Published: (2026)

Boosting Large Language Model for Speech Synthesis: An Empirical Study
by: Hao, Hongkun, et al.
Published: (2023)

Dolphin: A Large-Scale Automatic Speech Recognition Model for Eastern Languages
by: Meng, Yangyang, et al.
Published: (2025)

Multi-stage Large Language Model Correction for Speech Recognition
by: Pu, Jie, et al.
Published: (2023)

SSR: Alignment-Aware Modality Connector for Speech Language Models
by: Tan, Weiting, et al.
Published: (2024)

ReHear: Iterative Pseudo-Label Refinement for Semi-Supervised Speech Recognition via Audio Large Language Models
by: Liu, Zefang, et al.
Published: (2026)

PAC: Pronunciation-Aware Contextualized Large Language Model-based Automatic Speech Recognition
by: Fu, Li, et al.
Published: (2025)

S2SBench: A Benchmark for Quantifying Intelligence Degradation in Speech-to-Speech Large Language Models
by: Fang, Yuanbo, et al.
Published: (2025)

Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection
by: Gao, Yifan, et al.
Published: (2025)

Prompting Large Language Models with Audio for General-Purpose Speech Summarization
by: Kang, Wonjune, et al.
Published: (2024)

MTLM: Incorporating Bidirectional Text Information to Enhance Language Model Training in Speech Recognition Systems
by: Meng, Qingliang, et al.
Published: (2025)

PredGen: Accelerated Inference of Large Language Models through Input-Time Speculation for Real-Time Speech Interaction
by: Li, Shufan, et al.
Published: (2025)

Enhancing Large Language Model-based Speech Recognition by Contextualization for Rare and Ambiguous Words
by: Nozawa, Kento, et al.
Published: (2024)

Neuron-Level Emotion Control in Speech-Generative Large Audio-Language Models
by: Zhao, Xiutian, et al.
Published: (2026)

Full-text Error Correction for Chinese Speech Recognition with Large Language Model
by: Tang, Zhiyuan, et al.
Published: (2024)

An End-to-End Speech Summarization Using Large Language Model
by: Shang, Hengchao, et al.
Published: (2024)

Emilia: An Extensive, Multilingual, and Diverse Speech Dataset for Large-Scale Speech Generation
by: He, Haorui, et al.
Published: (2024)

SpeechVerse: A Large-scale Generalizable Audio Language Model
by: Das, Nilaksh, et al.
Published: (2024)

Enhancing Multilingual Voice Toxicity Detection with Speech-Text Alignment
by: Liu, Joseph, et al.
Published: (2024)

Linguistic Changes in Spontaneous Speech for Detecting Parkinsons Disease Using Large Language Models
by: Crawford, Jonathan
Published: (2024)

Spoken Stereoset: On Evaluating Social Bias Toward Speaker in Speech Large Language Models
by: Lin, Yi-Cheng, et al.
Published: (2024)

Pseudo-Autoregressive Neural Codec Language Models for Efficient Zero-Shot Text-to-Speech Synthesis
by: Yang, Yifan, et al.
Published: (2025)

Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition
by: Cornell, Samuele, et al.
Published: (2024)

Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue
by: Lin, Guan-Ting, et al.
Published: (2023)

Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis
by: Zhou, Kun, et al.
Published: (2024)

Towards Efficient Speech-Text Jointly Decoding within One Speech Language Model
by: Wu, Haibin, et al.
Published: (2025)

Leveraging Large Language Models for Sarcastic Speech Annotation in Sarcasm Detection
by: Li, Zhu, et al.
Published: (2025)

LESS: Large Language Model Enhanced Semi-Supervised Learning for Speech Foundational Models Using in-the-wild Data
by: Ding, Wen, et al.
Published: (2025)

Customizing Speech Recognition Model with Large Language Model Feedback
by: Ling, Shaoshi, et al.
Published: (2025)

Large Language Models for Dysfluency Detection in Stuttered Speech
by: Wagner, Dominik, et al.
Published: (2024)