Title
Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge Chao-Han Huck Yang Sreyan Ghosh Qing Wang Jaeyeon Kim Hengyi Hong ... Dinesh Manocha Gunhee Kim Jun Du Rafael Valle Bryan Catanzaro 16 0 0 12 May 2025
BLAB: Brutally Long Audio Bench Orevaoghene Ahia Martijn Bartelds Kabir Ahuja Hila Gonen Valentin Hofmann ... Noah Bennett Shinji Watanabe Noah A. Smith Yulia Tsvetkov Sachin Kumar AuLLM LM&MA VLM 40 0 0 05 May 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning Prabhat Pandey R. Swaminathan K V Vijay Girish Arunasish Sen Jian Xie Grant P. Strimel Andreas Schwarz 31 0 0 12 Apr 2025
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 36 1 0 11 Apr 2025
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications Yupeng Cao Haohang Li Yangyang Yu Shashidhar Reddy Javaji Yueru He ... Xiao-Yang Liu K. P. Subbalakshmi Meikang Qiu Sophia Ananiadou J. Nie AuLLM 61 0 0 26 Mar 2025
sudo rm -rf agentic_security Sejin Lee Jian Kim Haon Park Ashkan Yousefpour Sangyoon Yu Min Song AAML 75 0 0 26 Mar 2025
QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions Siyin Wang Wenyi Yu Xianzhao Chen Xiaohai Tian J. Zhang Lu Lu Yu Tsao Junichi Yamagishi Y. Wang Chao Zhang AuLLM 74 0 0 26 Mar 2025
The Deployment of End-to-End Audio Language Models Should Take into Account the Principle of Least Privilege Luxi He Xiangyu Qi Michel Liao Inyoung Cheong Prateek Mittal Danqi Chen Peter Henderson AuLLM 52 0 0 21 Mar 2025
Solla: Towards a Speech-Oriented LLM That Hears Acoustic Context Junyi Ao Dekun Chen Xiaohai Tian Wenjie Feng J. Zhang Lu Lu Y. Wang Haizhou Li Zhizheng Wu AuLLM 61 0 0 19 Mar 2025
Adaptive Inner Speech-Text Alignment for LLM-based Speech Translation Henglyu Liu Andong Chen Kehai Chen X. Bai M. Zhong Yuan Qiu Min Zhang 32 0 0 13 Mar 2025
S2S-Arena, Evaluating Speech2Speech Protocols on Instruction Following with Paralinguistic Information Feng Jiang Zhiyu Lin Fan Bu Yuhao Du Benyou Wang H. Li AuLLM ELM 88 0 0 07 Mar 2025
Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities Sreyan Ghosh Zhifeng Kong Sonal Kumar S. Sakshi Jaehyeon Kim Wei Ping Rafael Valle Dinesh Manocha Bryan Catanzaro MLLM AuLLM LRM 49 4 0 06 Mar 2025
Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models Zhifei Xie Mingbao Lin Z. Liu Pengcheng Wu Shuicheng Yan Chunyan Miao AuLLM OffRL LRM 72 5 0 04 Mar 2025
InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training Dingdong Wang Jin Xu Ruihang Chu Zhifang Guo X. Wang Jincenzi Wu Dongchao Yang Shengpeng Ji Junyang Lin AuLLM 78 0 0 04 Mar 2025
Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics Siddhant Arora Zhiyun Lu Chung-Cheng Chiu Ruoming Pang Shinji Watanabe 43 2 0 03 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Y. Zhang Xiren Zhou MoE SyDa 68 18 0 03 Mar 2025
Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models Heeseung Kim Che Hyun Lee S. Park Jiheum Yeom Nohil Park Sangwon Yu Sungroh Yoon 59 0 0 27 Feb 2025
Nexus-O: An Omni-Perceptive And -Interactive Model for Language, Audio, And Vision Che Liu Yingji Zhang D. Zhang Weijie Zhang Chenggong Gong ... André Freitas Qifan Wang Z. Xu Rongjuncheng Zhang Yong Dai AuLLM 61 0 0 26 Feb 2025
Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders Weiqiao Shan Y. Li Yuhao Zhang Yingfeng Luo Chen Xu ... Y. Lu M. Zhang Hao Yang Tong Xiao Jingbo Zhu AuLLM 55 0 0 24 Feb 2025
Audio-FLAN: A Preliminary Release Liumeng Xue Ziya Zhou J. Pan Z. Li Shuai Fan ... Haohe Liu Emmanouil Benetos Ge Zhang Yike Guo Wei Xue MLLM AuLLM CLIP VLM 57 1 0 23 Feb 2025
Chain-of-Description: What I can understand, I can put into words J. Guo Daimeng Wei Z. Li Hengchao Shang Yuanchang Luo Hao Yang 37 0 0 22 Feb 2025
Soundwave: Less is More for Speech-Text Alignment in LLMs Y. Zhang Zhiheng Liu Fan Bu Ruiyu Zhang Benyou Wang H. Li AuLLM SyDa VLM 98 0 0 18 Feb 2025
DeSTA2: Developing Instruction-Following Speech Language Model Without Speech Instruction-Tuning Data Ke-Han Lu Zhehuai Chen Szu-Wei Fu Chao-Han Huck Yang Jagadeesh Balam Boris Ginsburg Yu-Te Wang Hung-yi Lee AuLLM SyDa 84 5 0 28 Jan 2025
Audio-Language Models for Audio-Centric Tasks: A survey Yi Su Jisheng Bai Qisheng Xu Kele Xu Yong Dou AuLLM 99 1 0 28 Jan 2025
Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model Z. Ma Zhuo Chen Y. Wang Eng Siong Chng Xie Chen AuLLM LRM 62 7 0 13 Jan 2025
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning Chun-Yi Kuan Hung-yi Lee AuLLM LRM 51 1 0 03 Jan 2025
OmniChat: Enhancing Spoken Dialogue Systems with Scalable Synthetic Data for Diverse Scenarios Xize Cheng Dongjie Fu Xiaoda Yang Minghui Fang Ruofan Hu ... Rongjie Huang Linjun Li Yu Chen Tao Jin Zhou Zhao 41 1 0 03 Jan 2025
LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning Yansheng Mao Jiaqi Li Fanxu Meng Jing Xiong Zilong Zheng Muhan Zhang LLMAG RALM 90 1 0 18 Dec 2024
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark S. Sakshi Utkarsh Tyagi Sonal Kumar Ashish Seth Ramaneswaran Selvakumar Oriol Nieto R. Duraiswami Sreyan Ghosh Dinesh Manocha AuLLM ELM 65 19 0 24 Oct 2024
VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning Yifan Peng Krishna C. Puvvada Zhehuai Chen Piotr .Zelasko He Huang Kunal Dhawan Ke Hu Shinji Watanabe Jagadeesh Balam Boris Ginsburg 38 2 0 23 Oct 2024
VoiceBench: Benchmarking LLM-Based Voice Assistants Yiming Chen Xianghu Yue Chen Zhang Xiaoxue Gao R. Tan H. Li ELM AuLLM 26 17 0 22 Oct 2024
Roadmap towards Superhuman Speech Understanding using Large Language Models Fan Bu Yuhao Zhang X. Wang Benyou Wang Q. Liu H. Li LM&MA ELM AuLLM 30 1 0 17 Oct 2024
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 57 14 0 01 Oct 2024
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models Yiming Chen Xianghu Yue Xiaoxue Gao Chen Zhang L. F. D’Haro R. Tan Haizhou Li AuLLM 20 0 0 27 Sep 2024
Enabling Auditory Large Language Models for Automatic Speech Quality Evaluation Siyin Wang Wenyi Yu Yudong Yang Changli Tang Yixuan Li ... Jun Zhang Guangzhi Sun Lu Lu Yuxuan Wang Chao Zhang AuLLM LM&MA 65 5 0 25 Sep 2024
OmniBench: Towards The Future of Universal Omni-Language Models Yizhi Li Ge Zhang Yinghao Ma Ruibin Yuan Kang Zhu ... Zhaoxiang Zhang Zachary Liu Emmanouil Benetos Wenhao Huang Chenghua Lin LRM 30 11 0 23 Sep 2024
What Are They Doing? Joint Audio-Speech Co-Reasoning Yingzhi Wang Pooneh Mousavi Artem Ploujnikov Mirco Ravanelli AuLLM 41 0 0 22 Sep 2024
A Survey on Multimodal Benchmarks: In the Era of Large AI Models Lin Li Guikun Chen Hanrong Shi Jun Xiao Long Chen 34 8 0 21 Sep 2024
Salmon: A Suite for Acoustic Language Model Evaluation Gallil Maimon Amit Roth Yossi Adi ELM AuLLM 49 5 0 11 Sep 2024
A Survey on Evaluation of Multimodal Large Language Models Jiaxing Huang Jingyi Zhang LM&MA ELM LRM 43 20 0 28 Aug 2024
MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models Yunwen Xia Hui Fang Emmanouil Benetos Jie Zhang Chong Long Dmitry Bogdanov AuLLM 35 1 0 02 Aug 2024
Qwen2-Audio Technical Report Yunfei Chu Jin Xu Qian Yang Haojie Wei Xipin Wei ... Yuanjun Lv Jinzheng He Junyang Lin Chang Zhou Jingren Zhou AuLLM VLM 24 100 0 15 Jul 2024
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? Runqi Qiao Qiuna Tan Guanting Dong Minhui Wu Chong Sun ... Yida Xu Muxi Diao Zhimin Bao Chen Li Honggang Zhang VLM LRM 39 30 0 01 Jul 2024
Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking Yuwei Zhang Tong Xia Jing Han Yu Wu Georgios Rizos Yang Liu Mohammed Mosuily Jagmohan Chauhan Cecilia Mascolo AI4CE 23 6 0 23 Jun 2024
AudioBench: A Universal Benchmark for Audio Large Language Models Bin Wang Xunlong Zou Geyu Lin S. Zhuohan Liu Wenyu Zhang Zhengyuan Liu AiTi Aw Nancy F. Chen AuLLM ELM LM&MA 85 17 0 23 Jun 2024
Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models Chun-Yi Kuan Wei-Ping Huang Hung-yi Lee AuLLM 17 1 0 12 Jun 2024
SLM: Bridge the thin gap between speech and text foundation models Mingqiu Wang Wei Han Izhak Shafran Zelin Wu Chung-Cheng Chiu ... Zhong Meng Golan Pundak Nikhil Siddhartha J. Schalkwyk Yonghui Wu AuLLM 37 56 0 30 Sep 2023
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech Alexis Conneau Min Ma Simran Khanuja Yu Zhang Vera Axelrod Siddharth Dalmia Jason Riesa Clara E. Rivera Ankur Bapna VLM 70 281 0 25 May 2022