Papers by Jacob Lee Suchardt
Towards Language-Agnostic STIPA: Universal Phonetic Transcription to Support Language Documentation at Scale (2025.emnlp-main)
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| Challenge: | Existing ASR systems focus on orthographic output for high-resource languages, but STIPA can be used as a language-agnostic interface for documenting under-resourced and unwritten languages. |
| Approach: | They propose to use the International Phonetic Alphabet (STIPA) to generate phonetic transcriptions using a language-agnostic interface. |
| Outcome: | The proposed model reduces phonetic error rates even in low-resource settings and can be used for documenting under-resourced and unwritten languages. |