MERaLiON-AudioLLM: Bridging Audio and Language with Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | He, Yingxu, Liu, Zhuohan, Sun, Shuo, Wang, Bin, Zhang, Wenyu, Zou, Xunlong, Chen, Nancy F., Aw, Ai Ti |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders
by: Zhang, Wenyu, et al.
Published: (2024)
by: Zhang, Wenyu, et al.
Published: (2024)
MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish
by: Huang, Xin, et al.
Published: (2024)
by: Huang, Xin, et al.
Published: (2024)
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs
by: Zhang, Wenyu, et al.
Published: (2025)
by: Zhang, Wenyu, et al.
Published: (2025)
AudioBench: A Universal Benchmark for Audio Large Language Models
by: Wang, Bin, et al.
Published: (2024)
by: Wang, Bin, et al.
Published: (2024)
Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models
by: Wang, Bin, et al.
Published: (2025)
by: Wang, Bin, et al.
Published: (2025)
MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond
by: Huzaifah, Muhammad, et al.
Published: (2024)
by: Huzaifah, Muhammad, et al.
Published: (2024)
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models
by: Gao, Yiming, et al.
Published: (2025)
by: Gao, Yiming, et al.
Published: (2025)
MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA Languages
by: Sailor, Hardik B., et al.
Published: (2025)
by: Sailor, Hardik B., et al.
Published: (2025)
Direct Preference Optimization for English-Mandarin Code-Switching Speech Recognition in Audio LLMs
by: Quang, Trung Nguyen, et al.
Published: (2026)
by: Quang, Trung Nguyen, et al.
Published: (2026)
Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models
by: Wang, Qiongqiong, et al.
Published: (2025)
by: Wang, Qiongqiong, et al.
Published: (2025)
Beyond Transcription: Unified Audio Schema for Perception-Aware AudioLLMs
by: Zhang, Linhao, et al.
Published: (2026)
by: Zhang, Linhao, et al.
Published: (2026)
Improving Multilingual Social Media Insights: Aspect-based Comment Analysis
by: Zhang, Longyin, et al.
Published: (2025)
by: Zhang, Longyin, et al.
Published: (2025)
Zero-Shot Cognitive Impairment Detection from Speech Using AudioLLM
by: Shahin, Mostafa, et al.
Published: (2025)
by: Shahin, Mostafa, et al.
Published: (2025)
Evaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study
by: Hou, Guanyu, et al.
Published: (2025)
by: Hou, Guanyu, et al.
Published: (2025)
Bridging Language Gaps in Audio-Text Retrieval
by: Yan, Zhiyong, et al.
Published: (2024)
by: Yan, Zhiyong, et al.
Published: (2024)
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
by: Wang, Bin, et al.
Published: (2023)
by: Wang, Bin, et al.
Published: (2023)
Causal Tracing of Audio-Text Fusion in Large Audio Language Models
by: Chen, Wei-Chih, et al.
Published: (2026)
by: Chen, Wei-Chih, et al.
Published: (2026)
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data
by: Wang, Qiongqiong, et al.
Published: (2025)
by: Wang, Qiongqiong, et al.
Published: (2025)
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding
by: Liu, Jizhong, et al.
Published: (2024)
by: Liu, Jizhong, et al.
Published: (2024)
SeaLLMs-Audio: Large Audio-Language Models for Southeast Asia
by: Liu, Chaoqun, et al.
Published: (2025)
by: Liu, Chaoqun, et al.
Published: (2025)
Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation
by: Wang, Qiongqiong, et al.
Published: (2025)
by: Wang, Qiongqiong, et al.
Published: (2025)
Towards Audio Token Compression in Large Audio Language Models
by: Bhati, Saurabhchand, et al.
Published: (2025)
by: Bhati, Saurabhchand, et al.
Published: (2025)
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models
by: Li, Kai, et al.
Published: (2025)
by: Li, Kai, et al.
Published: (2025)
On the Audio Hallucinations in Large Audio-Video Language Models
by: Nishimura, Taichi, et al.
Published: (2024)
by: Nishimura, Taichi, et al.
Published: (2024)
Words at Play: Benchmarking Audio Pun Understanding in Large Audio-Language Models
by: Su, Yuchen, et al.
Published: (2026)
by: Su, Yuchen, et al.
Published: (2026)
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models
by: Chen, Yiming, et al.
Published: (2024)
by: Chen, Yiming, et al.
Published: (2024)
ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection
by: Gu, Hao, et al.
Published: (2025)
by: Gu, Hao, et al.
Published: (2025)
Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
by: Goel, Arushi, et al.
Published: (2025)
by: Goel, Arushi, et al.
Published: (2025)
Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language Models
by: Sridhar, Arvind Krishna, et al.
Published: (2024)
by: Sridhar, Arvind Krishna, et al.
Published: (2024)
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models
by: Wang, Cheng, et al.
Published: (2025)
by: Wang, Cheng, et al.
Published: (2025)
Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic AudioLLMs
by: Bhatti, Hunzalah Hassan, et al.
Published: (2026)
by: Bhatti, Hunzalah Hassan, et al.
Published: (2026)
Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model
by: Ma, Ziyang, et al.
Published: (2025)
by: Ma, Ziyang, et al.
Published: (2025)
Thinking with Sound: Audio Chain-of-Thought Enables Multimodal Reasoning in Large Audio-Language Models
by: Xiong, Zhen, et al.
Published: (2025)
by: Xiong, Zhen, et al.
Published: (2025)
When Silence Matters: The Impact of Irrelevant Audio on Text Reasoning in Large Audio-Language Models
by: Li, Chen-An, et al.
Published: (2025)
by: Li, Chen-An, et al.
Published: (2025)
Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding
by: Hsu, Tzu-wen, et al.
Published: (2025)
by: Hsu, Tzu-wen, et al.
Published: (2025)
Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model
by: Huang, Ailin, et al.
Published: (2025)
by: Huang, Ailin, et al.
Published: (2025)
MiMo-Audio: Audio Language Models are Few-Shot Learners
by: Core Team, et al.
Published: (2025)
by: Core Team, et al.
Published: (2025)
Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models
by: Gao, Kuofeng, et al.
Published: (2024)
by: Gao, Kuofeng, et al.
Published: (2024)
Extending Audio Context for Long-Form Understanding in Large Audio-Language Models
by: Chaichana, Yuatyong, et al.
Published: (2025)
by: Chaichana, Yuatyong, et al.
Published: (2025)
Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models
by: Xie, Zhifei, et al.
Published: (2025)
by: Xie, Zhifei, et al.
Published: (2025)
Similar Items
-
MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders
by: Zhang, Wenyu, et al.
Published: (2024) -
MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish
by: Huang, Xin, et al.
Published: (2024) -
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs
by: Zhang, Wenyu, et al.
Published: (2025) -
AudioBench: A Universal Benchmark for Audio Large Language Models
by: Wang, Bin, et al.
Published: (2024) -
Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models
by: Wang, Bin, et al.
Published: (2025)