ReNikud: Audio-Supervised Hebrew Grapheme-to-Phoneme Conversion
Grapheme-to-phoneme (G2P) conversion for Modern Hebrew is needed for applications like text-to-speech (TTS), but is challenging due to the language's abjad writing system, which leaves vowels largely unwritten, creating substantial ambiguity. Standard approaches first predict vowel diacritics (nikud) to produce International Phonetic Alphabet (IPA) transcriptions, but this is limited: vocalization data is scarce and laborious to produce, it does not specify features such as lexical stress, and it reflects formal grammatical rules rather than everyday spoken pronunciation. Direct sequence-to-sequence IPA prediction, meanwhile, struggles on limited data and fails to exploit the character-le...
| Authors | Maxim Melichov, Yakov Kolani, Morris Alper |
|---|---|
| Primary category | cs.CL |
| Published | 18 June 2026 |
| Last updated at source | 30 September 2026 |
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