Romani (Cyrillic script) Speech to Text: A Complete Guide
Romani Speech to Text: Preserving a Language Through AI
Romani, the language of the Roma people, is spoken by millions across Europe, the Americas, and beyond. Despite its rich oral tradition and cultural significance, Romani remains a low-resource language in the digital world. Most speech recognition tools overlook it entirely. Speechyou changes that by offering a dedicated Romani speech-to-text engine that handles both Cyrillic and Latin scripts, as well as the diverse dialects of this vibrant language.
Why Accurate Romani Transcription Matters
For decades, Romani was primarily an oral language, with many communities passing down stories, songs, and laws by word of mouth. As younger generations adopt digital media, there is a growing need to transcribe and preserve these recordings. However, generic transcription tools fail because they are not trained on Romani phonetics or vocabulary. Errors in transcription can distort meaning, misrepresent cultural nuances, and frustrate users. Speechyou’s Romani model is built from the ground up to understand the unique sounds and structures of the language.
Key Challenges in Romani Speech Recognition
- Dialect diversity: Romani has dozens of dialects that can differ significantly in pronunciation and lexicon. For example, the Balkan dialect may use "mangav" for "I want," while the Vlax dialect uses "kamav." Training a single model to handle this variation is a complex task.
- Script choice: Depending on the country, Romani is written in Cyrillic (e.g., in Serbia, North Macedonia) or Latin (e.g., in Romania, Hungary). Some writers use a mix of both. Speechyou gives users the option to output in either script, making it easy to align with local conventions.
- Limited training data: Unlike English or Spanish, Romani lacks large annotated speech corpora. Speechyou overcomes this by using transfer learning from related Indo-Aryan languages and augmenting with synthetic data from native speakers.
Use Cases That Benefit from Romani Speech-to-Text
- Oral history preservation: Museums and cultural organisations can digitise and transcribe interviews with Romani elders, ensuring that stories and traditions are not lost.
- Subtitling for video content: Romani-language YouTube channels, documentaries, and social media videos can gain wider audiences with accurate subtitles in Cyrillic or Latin.
- Language learning: Students of Romani can listen to authentic speech and see the transcript simultaneously, improving comprehension and pronunciation.
- Media accessibility: Adding captions to Romani broadcasts helps deaf and hard-of-hearing community members participate fully.
- Academic research: Linguists studying Romani dialectology can quickly transcribe field recordings and analyse patterns.
- Podcast transcription: Romani podcasters can turn their episodes into searchable text, boosting SEO and reach.
How Speechyou Handles the Complexity
Speechyou’s Romani model is trained on a curated dataset of Romani speech from multiple regions, covering both male and female speakers, various ages, and different speaking styles. The model uses a deep neural network that processes audio at 16kHz and outputs text with punctuation and formatting. Users can upload audio or video files, or record directly in the app. The transcription appears in real time, and the final text can be exported as plain text, SRT, or VTT subtitles.
One of the standout features is the ability to switch between Cyrillic and Latin output. This is crucial for users who want to maintain consistency with their community’s writing system. Additionally, Speechyou supports custom vocabulary lists, so you can add domain-specific terms like "Roma Congress" or "International Romani Union" to improve accuracy.
The Future of Romani in the Digital Age
As more Roma join the digital economy, the demand for Romani-language tools will only grow. Speechyou is committed to expanding its Romani capabilities, adding more dialectal coverage and improving accuracy through continuous learning. By providing a reliable speech-to-text solution, we empower Romani speakers to preserve their heritage, share their stories, and participate fully in the digital world. Whether you are a community activist, a filmmaker, or a linguist, Speechyou gives you the power to transcribe Romani audio with confidence.
