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Realtime voice pipeline

Give your agent a voice that feels human. Mirakash runs a realtime STT→LLM→TTS pipeline with sub-second latency and barge-in, over eleven pluggable provider adapters or native Gemini Live — swap any stage without touching the agent.
Realtime voice pipelineHow it works

Voice agents that lag or talk over you break the illusion

A stitched-together voice stack adds a beat of latency at every hop, can't be interrupted, and locks you to one vendor. Callers hear a robot, talk over it, and hang up. The pieces are the problem — not the model.

app.mirakash.com/calls
Conversations /Live calls
N
BoardTableLive
Agent: Front desk ▾Filter8 live · avg 1:24
Listening3
+1 415 555 0142
billing · 0:18AI
+1 646 555 0188
refund · 0:41AI
+44 20 7946 021
hours · 0:07AI
Thinking2
+1 312 555 0170
order status · 1:12AI
+1 210 555 0133
booking · 0:52AI
Speaking2
+1 917 555 0121
reschedule · 2:03AI
+1 503 555 0199
address · 1:35AI
Handoff1
+1 628 555 0146
escalated · 3:40JD
Capabilities

What's in the box.Each one in the product today.

  • 01

    Sub-second pipeline

    STT→LLM→TTS streams end to end with the latency budget a real conversation needs.

  • 02

    Barge-in

    Callers can interrupt mid-sentence; the agent stops, listens, and picks the thread back up.

  • 03

    ~11 provider adapters

    Deepgram, AssemblyAI, ElevenLabs, Cartesia, PlayHT, Rime, LMNT, Azure — mix and match per stage.

  • 04

    Native Gemini Live

    Or run the whole turn on Gemini Live as a single realtime model, no separate STT and TTS.

  • 05

    Swap any stage

    Change STT, LLM, or TTS independently — the agent config never has to know.

Pipeline vs. providers

The pipeline defines the flow. The providers are swappable parts.

STT, LLM, and TTS are three stages on one realtime rail. Each stage is an adapter you can swap without rewiring the agent — so you tune for latency, accent, or cost without a rebuild.

Pipeline · Maya
Running on3 stagesEnglish stack
Agent
Maya v12
Language
English
Realtime rail
  • STT · DeepgramLive
  • LLM · Gemini 2.5 FlashLive
  • TTS · CartesiaLive
  1. starting…
Prompt
same
Tools
same
Knowledge
same
Rebuild
—
agentstack live
Built for real conversation

Every turn is streamed, interruptible, and traced

Audio is transcribed as the caller speaks, the model reasons on the partial, and speech streams back with a latency budget tuned for turn-taking. Barge-in stops the agent mid-word, and every stage is measured so you can see exactly where a slow turn went.

Live turn · trace
Turn03listening
Caller
speaking
Agent
listening
Stages this turn
  • caller audioSpeaking
  • STT · streamingWait
  • LLM · on partialWait
  • TTS · streamingWait
  1. starting…
STT
—
LLM
—
TTS
—
Outcome
—
calleryielded

Your next call, answered.Every channel with Mirakash.