July 30, 2025Open Access

Speech Recognition and Synthesis Models and Platforms for the Kazakh Language

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The analysis identifies significant gaps in the language infrastructure for the Kazakh language in ASR and TTS technologies.
Existing ASR and TTS systems struggle to accommodate unique phonetic and morphological features of the Kazakh language.
Testing encompassed both open-source and commercial solutions, examining their effectiveness in speech recognition and synthesis.
A model was found that achieves high accuracy in speech recognition without being trained on local data, reflecting promising outcomes.

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Analysis reveals limitations in speech recognition and synthesis for the Kazakh language, suggesting improvements are needed.

Karibayeva et al. (2025) studied this question.

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