MuLA-Bench: A Multilingual Long-Form Audio Understanding Benchmark via Multi-Tier Auditing
cs.SD, cs.CL
Submitted: 2026-09-20
Updated: 2026-09-20
Code: https://github.com/QwenLM/Omnilingua-Bench
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- BLAB: Brutally Long Audio Bench
- ChronosAudio: A Comprehensive Long-Audio Benchmark for Evaluating Audio-Large Language Models
- LongSpeech: A Scalable Benchmark for Transcription, Translation and Understanding in Long Speech
- VoiceGiraffe: A Benchmark for Extreme Long-Context Audio-Language Understanding
Related papers
- Few-Shot Open-Set Audio Classification via Transductive Prototype Refinement and Class Logit Enhancement
- Spectral Masking and Interpolation Attack (SMIA): A Black-box Adversarial Attack against Voice Authentication and Anti-Spoofing Systems
- AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking
- SoundWeaver: Compositional Warm-Starting for Text-to-Audio Diffusion Serving
- WASIL: In-the-Wild Arabic Spoken Interactions with LLMs
- Efficient Audiovisual Speech Processing via MUTUD: Multimodal Training and Unimodal Deployment