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Miransas Newsroom & Research

Voice AI Research, Releases & Insights

Follow our journey building real-time multilingual voice models, native Uzbek dataset engineering, and next-generation speech pipelines.

Latest Research & Updates

Research5 min read

Why Uzbek Is a First-Class Training Track for Miransas

Instead of treating Uzbek as a translation afterthought, Miransas is building language-specific data, phoneme coverage and evaluation around native speech.

August 31, 2026
Multilingual4 min read

Adding More Global Languages to the Evaluation Lab

English, Spanish, Chinese, Hindi, Arabic, Japanese, Korean, French, German, Portuguese, Turkish and Russian are now part of the broader comparison set.

August 28, 2026
Models6 min read

Miransas and the Next Generation of Voice AI

We are comparing Miransas with GPT-Realtime, Gemini Live, Grok Voice and the Chatterbox baseline using transparent capability categories rather than invented leaderboard numbers.

August 25, 2026
Engineering7 min read

Inside the Miransas Training Pipeline

From clean speech data and speaker embeddings to evaluation and inference, this is the direction behind our next voice models.

August 22, 2026

Model Capabilities & Baseline Stats

Miransas baseline
500M
Chatterbox Multilingual V3
Baseline coverage
23+
Chatterbox multilingual languages
Audio
Realtime
Voice AI evaluation stack
Uzbek
Native
Miransas training direction

Transparent Capability Matrix

Direct comparison of foundational features without inflated benchmarks.

CapabilityMiransasGPT-RealtimeGemini LiveGrok Voice
Realtime audio
Audio input / output
Voice cloning———
Open-source baseline———
Custom language training———
Uzbek training track———

Languages & Uzbek Training Track

Native Speech Focus

Uzbek as a First-Class Language Track

Most global voice models handle regional languages through generic translation layers. Miransas builds native phoneme coverage, local dialect accents, and custom dataset pipelines specifically optimized for Uzbek alongside 23+ global languages.

Uzbek (Native Track)EnglishTurkishSpanishChineseArabicHindiGermanRussian+ 15 More