Audio Large Language Models

AuLLM

Exploring the development and application of large language models specifically tailored for audio data processing and understanding.

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Spoken Conversational Agents with Large Language Models Chao-Han Huck Yang Andreas Stolcke Larry Heck AuLLM 220 0 0 02 Dec 2025
MAC-SLU: Multi-Intent Automotive Cabin Spoken Language Understanding Benchmark Yuezhang Peng Chonghao Cai Ziang Liu Shuai Fan Sheng Jiang ... Kele Xu Yao Li Sheng Wang Libo Qin Xie Chen AuLLM 40 0 0 01 Dec 2025
Cross-Lingual Interleaving for Speech Language Models Adel Moumen Guangzhi Sun Philip C. Woodland AuLLM 0 0 0 01 Dec 2025
See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models Le Thien Phuc Nguyen Zhuoran Yu Samuel Low Yu Hang Subin An Jeongik Lee ... SeungEun Chung Thanh-Huy Nguyen JuWan Maeng Soochahn Lee Yong Jae Lee AuLLM VLM 16 0 0 01 Dec 2025
Developing an Open Conversational Speech Corpus for the Isan Language Adisai Na-Thalang Chanakan Wittayasakpan Kritsadha Phatcharoen Supakit Buakaw AuLLM 144 0 0 26 Nov 2025
Towards Audio Token Compression in Large Audio Language Models Saurabhchand Bhati Samuel Thomas Hilde Kuehne Rogerio Feris James R. Glass AuLLM 124 0 0 26 Nov 2025
Auden-Voice: General-Purpose Voice Encoder for Speech and Language Understanding Mingyue Huo Wei-Cheng Tseng Yiwen Shao Hao Zhang Dong Yu AuLLM 234 0 0 19 Nov 2025
Step-Audio-R1 Technical Report Fei Tian Xiangyu Zhang Y. Zhang Haoyang Zhang Yuxin Li ... Eng Siong Chng Xuerui Yang Xiangyu Zhang Daxin Jiang Gang Yu AuLLM LRM 179 0 0 19 Nov 2025
FoleyBench: A Benchmark For Video-to-Audio Models Satvik Dixit Koichi Saito Zhi-Wei Zhong Yuki Mitsufuji Chris Donahue VGen AuLLM 271 0 0 17 Nov 2025
Spatial Blind Spot: Auditory Motion Perception Deficits in Audio LLMs Zhe Sun Yujun Cai Jiayu Yao Yiwei Wang AuLLM LRM 232 0 0 17 Nov 2025
DialogGraph-LLM: Graph-Informed LLMs for End-to-End Audio Dialogue Intent Recognition HongYu Liu J. Li Changxi Guo Hao Chen Yaqian Huang Yifu Guo Huan Yang Lihua Cai AuLLM 154 0 0 14 Nov 2025
TimeAudio: Bridging Temporal Gaps in Large Audio-Language Models Hualei Wang Yiming Li Shuo Ma Hong Liu Xiangdong Wang AuLLM 62 0 0 14 Nov 2025
MTR-DuplexBench: Towards a Comprehensive Evaluation of Multi-Round Conversations for Full-Duplex Speech Language Models He Zhang Wenqian Cui Haoning Xu Xiaohui Li Lei Zhu Shaohua Ma Irwin King AuLLM 75 0 0 13 Nov 2025
Speech-Audio Compositional Attacks on Multimodal LLMs and Their Mitigation with SALMONN-Guard Yudong Yang Xuezhen Zhang Zhifeng Han S. Wang Jimin Zhuang Zengrui Jin Jing Shao Guangzhi Sun C. Zhang AAML AuLLM 205 0 0 13 Nov 2025
Music Flamingo: Scaling Music Understanding in Audio Language Models Sreyan Ghosh Arushi Goel Lasha Koroshinadze Sang-gil Lee Zhifeng Kong ... R. Duraiswami Dinesh Manocha Wei Ping Mohammad Shoeybi Bryan Catanzaro MLLM AuLLM VLM LRM 186 0 0 13 Nov 2025
End-to-end Contrastive Language-Speech Pretraining Model For Long-form Spoken Question Answering Jiliang Hu Zuchao Li Baoyuan Qi Liu Guoming Ping Wang RALM AuLLM 188 0 0 12 Nov 2025
StyleBreak: Revealing Alignment Vulnerabilities in Large Audio-Language Models via Style-Aware Audio Jailbreak Hongyi Li Chengxuan Zhou Chu Wang Sicheng Liang Yanting Chen Qinlin Xie Jiawei Ye Jie Wu AuLLM AAML 233 0 0 12 Nov 2025
SpeechJudge: Towards Human-Level Judgment for Speech Naturalness Xueyao Zhang C. Wang Huan Liao Z. Li Yuancheng Wang ... Dongya Jia Yuanzhe Chen X. Li Z. Chen Z. Wu EGVM AuLLM 260 0 0 11 Nov 2025
VocalBench-zh: Decomposing and Benchmarking the Speech Conversational Abilities in Mandarin Context Heyang Liu Ziyang Cheng Yuhao Wang Hongcheng Liu Y. Li Ronghua Wu Qunshan Gu Yanfeng Wang Yu Wang AuLLM 74 0 0 11 Nov 2025
Omni-AVSR: Towards Unified Multimodal Speech Recognition with Large Language Models Umberto Cappellazzo Xubo Liu Pingchuan Ma Stavros Petridis Maja Pantic AuLLM 191 0 0 10 Nov 2025
SAR-LM: Symbolic Audio Reasoning with Large Language Models Termeh Taheri Yinghao Ma Emmanouil Benetos AuLLM LRM 98 0 0 09 Nov 2025
MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA Languages Hardik B. Sailor Aw Ai Ti Chen Fang Yih Nancy Chiu Ying Lay Ding Yang ... Wong Heng Meng Jeremy Wu Jinyang Zhang Huayun Zhang Longyin Zou Xunlong AuLLM 252 0 0 07 Nov 2025
An Evaluation of Interleaved Instruction Tuning on Semantic Reasoning Performance in an Audio MLLM Jiawei Liu Enis Berk Çoban Zarina Schevchenko Hao Tang Zhigang Zhu Michael I. Mandel Johanna Devaney AuLLM LRM 184 0 0 04 Nov 2025
SeaLLMs-Audio: Large Audio-Language Models for Southeast Asia Chaoqun Liu Mahani Aljunied Guizhen Chen Hou Pong Chan Weiwen Xu Yu Rong Wenxuan Zhang AuLLM 214 1 0 03 Nov 2025
Expressive Range Characterization of Open Text-to-Audio Models Jonathan Morse Azadeh Naderi Swen E. Gaudl Mark Cartwright Amy K. Hoover M. Nelson AuLLM VGen 321 0 0 31 Oct 2025
SP-MCQA: Evaluating Intelligibility of TTS Beyond the Word Level Hitomi Jin Ling Tee Chaoren Wang Zijie Zhang Zhizheng Wu AuLLM ELM 296 0 0 30 Oct 2025
Evaluating Emotion Recognition in Spoken Language Models on Emotionally Incongruent Speech Pedro Corrêa João Lima Victor Moreno Lucas Ueda Paula D. P. Costa AuLLM 296 0 0 29 Oct 2025
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence Zihan Liu Zhikang Niu Qiuyang Xiao Zhisheng Zheng Ruoqi Yuan ... Jianze Liang Xie Chen Leilei Sun Dahua Lin Jiaqi Wang AuLLM LRM 295 2 0 28 Oct 2025
Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation Kang Zhang T. Pham Suyeon Lee Axi Niu Arda Senocak Joon Son Chung AuLLM VGen 155 0 0 28 Oct 2025
ISA-Bench: Benchmarking Instruction Sensitivity for Large Audio Language Models Bohan Li Wenbin Huang Yuhang Qiu Yiwei Guo Hankun Wang Zhihan Li Jing Peng Ziyang Ma Xie Chen Kai Yu AuLLM 129 0 0 27 Oct 2025
SAO-Instruct: Free-form Audio Editing using Natural Language Instructions Michael Ungersböck Florian Grötschla Luca A. Lanzendörfer June Young Yi Changho Choi Roger Wattenhofer AuLLM 93 0 0 26 Oct 2025
Ming-UniAudio: Speech LLM for Joint Understanding, Generation and Editing with Unified Representation C. Yan Chunxiang Jin Dawei Huang Haibing Yu Han Peng ... Yongjie Lyu Z. He Zhihao Qiu Zhiqiang Fang Ziyuan Huang AuLLM 213 2 0 26 Oct 2025
EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models Li Zhou Lutong Yu You Lyu Yihang Lin Zefeng Zhao Junyi Ao Yuhao Zhang Benyou Wang Haizhou Li AuLLM 109 0 0 26 Oct 2025
Are These Even Words? Quantifying the Gibberishness of Generative Speech Models Danilo de Oliveira Tal Peer Jonas Rochdi Timo Gerkmann AuLLM 101 0 0 24 Oct 2025
Which Evaluation for Which Model? A Taxonomy for Speech Model Assessment Maureen de Seyssel Eeshan Gunesh Dhekane AuLLM ELM 80 0 0 22 Oct 2025
M3-SLU: Evaluating Speaker-Attributed Reasoning in Multimodal Large Language Models Yejin Kwon Taewoo Kang Hyunsoo Yoon Changouk Kim AuLLM ELM LRM 141 0 0 22 Oct 2025
Can large audio language models understand child stuttering speech? speech summarization, and source separation Chibuzor Okocha Maya Bakri Christan Grant AuLLM 120 0 0 21 Oct 2025
The MUSE Benchmark: Probing Music Perception and Auditory Relational Reasoning in Audio LLMS Brandon James Carone Iran R. Roman Pablo Ripollés AuLLM LRM 110 1 0 21 Oct 2025
End-to-end Listen, Look, Speak and Act Siyin Wang Wenyi Yu Xianzhao Chen Xiaohai Tian Jun Zhang Lu Lu C. Zhang AuLLM 136 0 0 19 Oct 2025
SAKE: Towards Editing Auditory Attribute Knowledge of Large Audio-Language Models Chih-Kai Yang Yen-Ting Piao Tzu-wen Hsu Szu-Wei Fu Zhehuai Chen ... Sung-Feng Huang Chao-Han Huck Yang Y. Wang Yun-Nung Chen Hung-yi Lee KELM AuLLM 125 0 0 19 Oct 2025
Extending Audio Context for Long-Form Understanding in Large Audio-Language Models Yuatyong Chaichana Pittawat Taveekitworachai Warit Sirichotedumrong Potsawee Manakul Kunat Pipatanakul AuLLM 96 0 0 17 Oct 2025
VocalBench-DF: A Benchmark for Evaluating Speech LLM Robustness to Disfluency Hongcheng Liu Yixuan Hou Heyang Liu Yuhao Wang Yanfeng Wang Y Samuel Wang AuLLM 95 0 0 17 Oct 2025
LongCat-Audio-Codec: An Audio Tokenizer and Detokenizer Solution Designed for Speech Large Language Models Xiaohan Zhao Hongyu Xiang Shengze Ye Song Li Zhengkun Tian Guanyu Chen Ke Ding Guanglu Wan AuLLM 124 1 0 17 Oct 2025
AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning Yueqian Lin Zhengmian Hu Jayakumar Subramanian Qinsi Wang N. Vlassis Hai Helen Li Yiran Chen LLMAG AuLLM LRM 141 1 0 17 Oct 2025
SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation Hui Wang J. Zhao Yifan Yang Shujie Liu Junyang Chen ... Jinyu Li Jiaming Zhou Haoqin Sun Yan Lu Yong Qin AuLLM ELM 150 1 0 16 Oct 2025
InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn Dialogue Wenwen Tong Hewei Guo Dongchuan Ran Jiangnan Chen Jiefan Lu ... Dinghao Zhou Guiping Zhong Ken Zheng Shiyin Kang Lewei Lu MLLM AuLLM VGen VLM 340 3 0 15 Oct 2025
UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity MoE Zhenyu Liu Yunxin Li Xuanyu Zhang Qixun Teng Shenyuan Jiang ... Mingjun Zhao Yu-Syuan Xu Yancheng He Baotian Hu Min Zhang AuLLM MoE 174 0 0 15 Oct 2025
Steer-MoE: Efficient Audio-Language Alignment with a Mixture-of-Experts Steering Module Ruitao Feng Bixi Zhang Sheng Liang Zheng Yuan AuLLM MoE LLMSV 155 0 0 15 Oct 2025
Audio-Maestro: Enhancing Large Audio-Language Models with Tool-Augmented Reasoning Kuan-Yi Lee Tsung-En Lin Hung-yi Lee AuLLM LRM 103 0 0 13 Oct 2025
UALM: Unified Audio Language Model for Understanding, Generation and Reasoning Jinchuan Tian Sang-gil Lee Zhifeng Kong Sreyan Ghosh Arushi Goel ... Shinji Watanabe Mohammad Shoeybi Bryan Catanzaro Rafael Valle Wei Ping AuLLM LRM 193 1 0 13 Oct 2025

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