---
pretty_name: Voca-Human-Testing
language:
  - en
tags:
  - audio
  - multimodal
  - benchmark
size_categories:
  - n<1K
---

# Voca-Human-Testing

Voca-Human-Testing is a 252-record, audio-backed evaluation subset covering four
top-level companion capabilities and 14 second-level capabilities.

The subset was sampled from the four MMVC task files at approximately 10% per
second-level capability. Sampling jointly balanced available categorical metadata,
including `source-dataset`, `subtype`, `label`, `style`, `tts_style`, and `voice`.

## Contents

- `Voca-Human-Testing.json`: 252 complete benchmark records.
- `User-State-Understanding/`: referenced user-state audio.
- `Emotional-Interaction/`: referenced emotional-interaction audio.
- `Proactive-Care/`: referenced proactive-care audio.
- `Safe-Companion-Behavior/`: referenced safety audio.

There are 301 referenced WAV files. For single-audio records, `wav_path` is a
string. For multi-turn records, `wav_path` is an object mapping turn identifiers
to relative audio paths.

## Capability counts

| Top-level capability | Second-level capability | Records |
| --- | --- | ---: |
| User State Understanding | Audio_Event_Understanding | 11 |
| User State Understanding | Context_Understanding | 12 |
| User State Understanding | Emotion_Understanding | 22 |
| User State Understanding | Intent_Understanding | 12 |
| Emotional Interaction | Emotional_Transition_Control | 11 |
| Emotional Interaction | Empathetic_Response | 11 |
| Emotional Interaction | Paralinguistic_Expression_Control | 21 |
| Emotional Interaction | Role-based_Expression_Control | 13 |
| Proactive Care | Contextual_Cue_Care | 5 |
| Proactive Care | Paralinguistic_Cue_Care | 107 |
| Proactive Care | Semantic_Cue_Care | 5 |
| Safe Companion Behavior | Content-Safety | 12 |
| Safe Companion Behavior | Role-&-Permission-Safety | 5 |
| Safe Companion Behavior | Speaker-Identity-Safety | 5 |