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Miransas Ecosystem

TTS Voice Clone 23+ lang

▸ Active Module:Voice Synthesis V1
▸ Upcoming:Agents Developer Api Telegram bot Api

01

High-Fidelity Voice Cloning

Upload a brief audio sample to replicate your exact vocal identity—timbre, pitch, and accent. Maintain consistent brand voice across marketing campaigns, e-learning platforms, and podcasts.

02

Ultra-Low Latency Speech Generation

Convert complex text to natural audio streams in milliseconds. Engine-optimized for native Uzbek phonetics, regional cadence, and emotional inflection without robotic pauses.

03

Conversational AI Voice Layer

Upgrade text-only chatbots into real-time voice agents. Delivers expressive, studio-quality speech output that mimics natural human back-and-forth interaction.

Trained for the real world, not the demo.

Real calls are messy. Customers ramble, interrupt, change their mind mid-sentence, forget order numbers, and say “actually, one more thing.” Miralas doesn't just handle it — it was trained on it. We fine-tune on 40,000+ hours of actual customer service calls, so our agents resolve issues like your best human rep.

  • End-to-end call resolution — from hello to resolved, zero handoff to a human.
  • Pulls CRM records, checks policy, books appointments and issues refunds mid-call.
  • Scales from 10 to 10,000 concurrent calls on the same inference stack.
  • Trained on real customer audio, never synthetic data.

Your voice, cloned. Every language, fluent.

Most AI voices sound like everyone else's. Miralas builds its own TTS models from scratch and lets you clone any voice — yours, a brand character, a native speaker — from as little as 60 seconds of audio. Native Uzbek, Turkish, English, Arabic and 21 other languages, all trained in-house so you're never locked into a third-party provider.

  • Voice cloning in under 60 seconds of clean audio — indistinguishable from the original.
  • Native Uzbek model — the first production-ready Uzbek TTS from a commercial lab.
  • First-token latency under 95ms, streaming-first architecture for real-time agents.
  • Full ownership: we own the models, the weights and the inference pipeline.

Conversations that feel human.

A voice AI that feels slow is a voice AI that gets hung up on. Miralas runs an end-to-end response pipeline under 150ms — faster than most humans can react. It detects when to speak, when to listen, and when to get interrupted — without losing a single word of context.

  • Sub-150ms voice-to-voice latency, tuned for live conversational flow.
  • Instant interrupt detection — stops speaking without losing context or intent.
  • Crystal clear through background noise, cross-talk and strong regional accents.
  • Dynamic context preservation across 100+ turn conversations.
Miralas Pipeline

What we build

Voice first. Never voice only.

Miransas builds real-time voice agents for companies that talk to their customers — plus the TTS models, infrastructure and research that make them feel human.

Voice Agents

Agents that answer like your best employee.

Real-time voice assistants that pick up in milliseconds, understand context and resolve calls end-to-end. Deploy them on support, sales or ops — 24/7, in every language you serve.

Every call answered. Every time.

Live call · Support00:42 · 182 ms
Hi, I need to change the delivery address for order #48213.
Of course — I've pulled up order #48213. What's the new address?
miransas-agent-2 · intent: change_addressresolved ✓

Studio TTS

Our own voices. All the way to Uzbek.

We don't rent speech — we train it. Miransas builds its own TTS and voice models in-house, including a native Uzbek model, so your agents sound human everywhere and latency stays under our control.

Speech synthesis, owned end-to-end.

Studio TTSmiransas-tts-1

"Assalomu alaykum! Buyurtmangiz yo'lga chiqdi."

UZ · DilnozaEN · AvaTR · Mert
24 kHz · streamingfirst byte 96 ms

Research Lab

Today voice. Tomorrow, the board.

The same real-time inference stack that powers our agents powers our experiments — chess engines, new architectures, stranger ideas. What we learn on the board comes back to your calls.

One infrastructure, many intelligences.

miransas-chess-0.1

depth 26

nodes 1.4M n/s

eval +1.8

searching…

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Core Features

One platform to run your entire community.

Fora brings your courses, events, discussions, and members into one space, so you stop switching between tools and start spending time with your community.

Post, discuss, react — the feed your members live in.

Everything stays under your brand, on your domain, with one login for every part of the experience.