Understand
Recognize language, script, entities, and the review context.
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Technology
A reviewable speech intelligence stack for multilingual work.
SHUNYA AI combines language handling, speech workflows, a governed voice registry, and CINTENT cognitive intelligence. The public surface separates verified runtime paths from programme goals and provider-dependent work.
System view
The system is layered so every result can be inspected.
Speech and text workflows
Bring an audio or text signal into a reviewable flow. Each capability reports whether it is available, limited, in development, or planned.
Open surfaceLanguage intelligence
Detect language and script, normalize text, and preserve important entities before a verified transformation or voice operation.
Open surfaceProvider-neutral contracts
Public API route contracts keep application integration separate from provider and model internals.
Open surfaceActual pipeline
From signal to a result someone can review.
The sequence is deliberately explicit. A missing model, provider, or decoder produces an unavailable state instead of an unchanged or fabricated result.
- 1Capture speech or text
- 2Detect language and script
- 3Normalize text and protect entities
- 4Transform only where a verified artifact is available
- 5Select an eligible voice or return a truthful unavailable state
- 6Return a reviewable result
Capabilities
Each capability has a status, a route, and a boundary.
Language detection
Operational
Detect language signals before text normalization.
Script detection
Operational
Separate script handling from language selection.
Text normalization
Operational
Prepare text and protect recognized entities deterministically.
Text transformation
In development
Translation and transliteration artifacts are not installed in the current runtime.
Text to speech
Limited / verify at runtime
The verified local path currently exposes English and Hindi voice coverage.
Speech to text
Limited / verify at runtime
The service contract exists; current local decoder readiness must be checked at runtime.
Speech to speech
Planned
No public claim of an operational end-to-end path is made here.
Developer APIs
Operational
Authenticated public route contracts are documented for health, capabilities, voices, STT, and TTS.
Voice programme
Planned
The 40-voice programme is a governed target, not a completed inventory.
CINTENT relationship
Cognitive context sits above the speech signal.
Transform
Apply a verified language operation only when the required artifact is ready.
Refine
Return a prepared result with state and boundaries visible to the product.
Governance by design
No production claim without a route, evidence, and review boundary.
Voice packs, transformations, and deployment options remain separate from the public narrative until their runtime and governance evidence is available.