Research
Born from IIT's deep-tech research.
Reasoning, Indic speech and evaluation research that makes voice agents reliable. It continues, and it ships.
The name
Why formant.
Formants are the resonances that make a voice sound like a person.
F1F2F3resonance, not recitation
We build AI that sounds like your best agent, in your customers' languages. The name is the mission.
Research tracks
Every track ships.
01 · ships as the engine
Reasoning
Stage graphs with typed transitions. Grounding and policy checks before generation.
02 · ships as voice runtime
Speech
Code-mixed Hinglish and Tanglish, Indian numbers and amounts, benchmarked per language.
03 · ships as release gate
Evaluation
Simulated customers, barge-in tests, judged rubrics and regression scoreboards.
Publications & open work
Papers, notes and benchmarks.
Technical notes
Stage graphs, frozen lines, Indic ASR evaluation, telephony latency.
coming soon link papers / notesBenchmarks & datasets