Yami Speech to Text: Preserving the Tao Language with AI
Yami (also known as Tao) is the indigenous language of the Tao people on Orchid Island (Lanyu), Taiwan. With fewer than 5,000 speakers, it is classified as endangered. The language belongs to the Austronesian family, closely related to the Ivatan language of the Philippines. Yami is written in the Latin alphabet with additional characters such as ɨ and ʉ. Despite its small speaker population, Yami carries a rich oral tradition of myths, fishing chants, and genealogies.
Why Accurate Yami Transcription Matters
Transcribing Yami audio is essential for several reasons:
- Cultural preservation: Elders’ stories and songs can be archived as text.
- Education: Schools on Orchid Island use Yami as a medium of instruction; subtitles help students connect spoken and written forms.
- Research: Linguists studying Austronesian languages need reliable transcriptions for analysis.
- Tourism: Subtitled videos attract visitors interested in Tao culture.
Most speech-to-text tools ignore Yami because of limited data. Speechyou changes that by offering a dedicated Yami speech-to-text engine that can be fine-tuned with user-provided audio.
Challenges in Yami Speech Recognition
Yami presents several ASR challenges:
- Small dataset: Public Yami speech corpora are scarce. Speechyou uses transfer learning from related Austronesian languages and allows custom fine-tuning.
- Morphological complexity: Yami is agglutinative with many prefixes and suffixes. The model must segment words correctly.
- Dialectal variation: Villages like Ivalino, Yayo, and Iraralay have distinct vocabulary and pronunciation. Fine-tuning on village-specific data improves accuracy.
- Phonetic inventory: Sounds like the voiced velar fricative /ɣ/ and the central vowel /ɨ/ are rare in global ASR training data. Speechyou’s acoustic model is trained to handle them.
Use Cases for Yami Transcription and Subtitles
Oral History Preservation
Record elders telling traditional stories and transcribe them automatically. This creates a digital repository for future generations.
Cultural Documentation
Transcribe and subtitle videos of the flying fish festival, boat launching ceremonies, and other rituals. These subtitles make the content accessible to younger Tao who may not understand spoken Yami fully.
Language Learning Materials
Teachers can generate SRT subtitles for Yami language lessons. Students can read along as they listen, improving literacy.
Tourism Promotion
Create subtitled promotional videos about Orchid Island’s scenic spots and Tao culture. Visitors can engage more deeply with the content.
Academic Research
Linguists can quickly transcribe field recordings without manual effort, speeding up language documentation projects.
Accessibility for the Deaf Community
Though small, the Yami deaf community can benefit from subtitles in their native language.
How Speechyou Helps
Speechyou provides a simple upload interface for audio and video files. You select Yami as the source language, and within minutes you receive a transcription with timestamps. The output can be exported as SRT, VTT, or plain text. For better accuracy, you can upload a small set of Yami audio files (10–15 minutes) to fine-tune the model to your specific speaker or dialect.
Our model is hosted in the cloud, so no special hardware is needed. The Solo plan includes unlimited transcription minutes, making it cost-effective for community projects.
Getting Started
- Try Speechyou free for 3 days.
- Upload a Yami audio or video file.
- Choose Yami as the language.
- Receive your transcription and edit if needed.
- Export as SRT or VTT for subtitles.
With Speechyou, the Tao language can thrive in the digital world. Try it today and help preserve Yami for tomorrow.
