About

From a dictionary
to a voice

A Crimean plateau at dawn: fog in the valley, a path along the ridge, a lone house with a lit window

Crimean Tatar is on the endangered-language lists, and it has almost no technology of its own: no usable machine translation, no speech recognition, no synthesis to simply listen to a text. Ana-Yurt AI is an attempt to walk the whole road — from a plain dictionary to a voice assistant you can actually talk to in the language. Speech came first for two reasons: the people whose living speech can still be recorded are not getting younger, and recognition and synthesis pull each other up — old recordings become text, text with audio becomes training material for a voice, and the voice makes the audiobooks that barely exist. None of this runs in a lab or on a server farm; it runs on one home machine with one good GPU, in the evenings. We publish results, audio samples and an honest account of what broke along the way — not the data or the weights. This site is the shop window of that work: listen to what already works and follow how it goes, while the long-form articles of the series are published on ana-yurt.com.

The road

  1. 1 Dictionary and alphabets working

    A dictionary in your pocket and conversion between the Cyrillic and Latin alphabets — the base without which you cannot even check how a word is spelled.

  2. 2 Speech: recognition and synthesis now

    Teaching the machine to hear Crimean Tatar and to pronounce it — with our q, ğ and ñ, not with a Turkish accent.

  3. 3 Audiobooks and reading aloud first results

    A whole novel read by a synthesised voice; a reader that highlights each word as it is spoken.

  4. 4 Translation ahead

    The machine translation the language still does not have.

  5. 5 Voice assistant the goal

    Someone to talk to who hears you and answers aloud in Crimean Tatar.