Bats Speech to Text: AI Transcription for a Unique Caucasian Language

The Bats Language and Its Speakers

Bats (ბაცბურ) is a Northeast Caucasian language spoken by the Batsbi people, primarily in the village of Zemo Alvani in eastern Georgia. With around 3,000 native speakers, it is classified as severely endangered. The language is part of the Nakh branch, closely related to Chechen and Ingush, but it has developed distinct phonological and lexical features due to centuries of contact with Georgian. Bats is written in the Georgian script (Mkhedruli), although there is no fully standardized orthography. Most speakers are bilingual in Georgian, and the younger generation increasingly uses Georgian in daily life.

Why Accurate Bats Speech to Text Matters

For endangered languages like Bats, every transcribed word is a step toward preservation. Oral histories, traditional songs, and everyday conversations can be captured as text, creating a permanent archive for future generations. Automated speech-to-text technology makes this process faster and more scalable than manual transcription. Researchers can process hours of field recordings in minutes, and community members can create subtitles for cultural videos without expensive human translators.

Transcription Challenges Specific to Bats

• Complex Phonology: Bats has a rich inventory of consonants, including ejective stops (pʼ, tʼ, kʼ), uvulars (q, ʁ), and a series of pharyngealized sounds. These are rare in major languages and pose challenges for generic ASR systems.
• Limited Training Data: With only a few thousand speakers, there are very few transcribed Bats recordings available. Most commercial speech-to-text engines do not support the language at all.
• Orthographic Variability: The Georgian script does not have dedicated characters for all Bats phonemes. For example, the ejective /kʼ/ is often written with the same letter as /k/ (კ), leading to ambiguity. Speechyou addresses this with a custom pronunciation model.

How Speechyou Overcomes These Challenges

Speechyou's Bats model uses transfer learning from related Nakh languages and a curated corpus of Bats speech. The acoustic model is trained to recognize ejectives and uvulars, and the language model incorporates a specialized dictionary that maps sounds to Georgian script. The result is over 95% word accuracy on clear recordings, even with limited data. The system also supports real-time transcription and subtitle generation in SRT and VTT formats.

Use Cases for Bats Transcription

• Oral History Preservation: Record and transcribe elders' stories for archives and language revitalization programs.
• Cultural Video Subtitling: Add Bats subtitles to traditional music videos or folklore performances for online sharing.
• Educational Materials: Create written texts from spoken lessons for Bats language classes.
• Linguistic Research: Automatically transcribe field recordings for phonetic and grammatical analysis.
• Community Accessibility: Provide captions for Bats-language speeches or events for hearing-impaired community members.
• Personal Documentation: Individuals can transcribe family conversations or personal memoirs in Bats.

Speechyou: The Only AI Transcription Tool for Bats

Unlike major platforms such as Google Speech-to-Text, Whisper, or Rev, Speechyou explicitly supports Bats. There is no need to train custom models or rely on expensive human transcriptionists. With the Solo plan, you get unlimited transcription for Bats and over 100 other languages. Whether you are a linguist working on documentation or a Bats speaker wanting to digitize your heritage, Speechyou provides an accessible, accurate solution.

Getting Started with Bats Transcription

To transcribe Bats audio, simply upload your file to Speechyou and select "Bats (Georgian script)" as the language. The system will process the audio and return text in the Georgian script, along with timestamps. You can then export the transcription as plain text, SRT, or VTT subtitles. The entire process takes a fraction of the time of manual transcription, and the results are highly accurate for clear recordings.

Conclusion

Bats is a linguistic treasure with a unique sound system and a rich cultural heritage. Speechyou's AI speech-to-text technology makes it possible to preserve this language in written form, supporting both academic research and community efforts. By offering accurate, affordable transcription for low-resource languages, Speechyou helps ensure that no language is left behind in the digital age.