| --- |
| license: apache-2.0 |
| size_categories: |
| - 10K<n<100K |
| --- |
| Existing benchmarks predominantly cater to macroscopic tasks and suffer from coarse annotation granularity. We construct **FMSU-Bench**, a pioneering Fine-grained Multi-dimensional Speech Understanding Benchmark. |
| * **Scale & Scope:** Comprises over **24,000 bilingual instances** (Chinese/English), manually verified by domain experts. |
| * **Comprehensive Taxonomy:** Systematically covers **14 distinct speech dimensions** structured into a 5-tier taxonomy: |
| 1. *Speaker Demographics:* Gender, Age, Accent |
| 2. *Acoustic-Prosodic Features:* Pitch, Speaking Rate, Rhythm, Voice Texture |
| 3. *Affective and Semantic Reasoning:* Emotion, Tone, Contextual Inference |
| 4. *Acoustic Scene Analysis:* Background Sound, Acoustic Environment |
| 5. *Linguistic-Paralinguistic Integration:* Paralinguistic Events, Transcription with Paralinguistic Tags (Evaluated via our novel **PATA** metric). |
