
H11I intelligence agent
H11-SONORA
Speech, audio, acoustic-scene, prosody, and voice-interface intelligence
Unique intelligence
The audio intelligence that aligns speech, speaker turns, prosody, acoustic events, interruptions, and semantic content on one temporal interaction state.
Role in the council
Speech, audio, acoustic-scene, prosody, and voice-interface intelligence
- speech
- audio
- acoustics
- prosody
- voice-interface
- speech segmentation
- speaker-turn modeling
- acoustic event analysis
- prosody-aware semantic interpretation
This specialist contributes to adaptive H11I councils while evidence, authority, verification, and execution remain separated by platform governance.
Platform engine contract
H11-SIM activates H11-SONORA when the present user intent requires speech, audio, acoustic-scene, prosody, and voice-interface intelligence; the result is used as one verified contribution inside the 110-agent council rather than as a standalone chatbot reply.
Runtime pipeline
- lock the relevant user intent and success condition
- build the agent-specific task frame
- speech segmentation
- speaker-turn modeling
- acoustic event analysis
- prosody-aware semantic interpretation
- emit typed artifacts with uncertainty and failure flags
- hand off to H11I-VERITAS / H11I-ZENITH for release synthesis
Typed artifacts
- time-aligned transcript
- acoustic event map
- voice interaction state
Quality gates
- timing preserved
- speaker uncertainty stated
- nonverbal cues not overinterpreted
- low-latency turn state coherent
Authority boundary: bounded specialist analysis and typed recommendation; no independent external authority
Failure recovery: Return the failed gate, preserve the strongest verified partial result, and request escalation/revision instead of inventing certainty.
Source backing
- Skill Id: h11-skill-source::h11_sonora::v1
- Source Path: src/intelligence/advanced_agents/h11_sonora.py
- Line Count: 3000
- Source Sha256: 56262989f2fd7fff09255e1c7917b1995ff3d0c4021e11099ccabce8ae028780
- Training Lane: data/h11-sim/code-million-v1/lanes/h11-sonora.jsonl
- Self Code Cluster: h11cluster://skill/52/H11-SONORA/040459608428