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Langcraft Pronunciation Assessment API

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Langcraft Pronunciation Assessment API helps developers add detailed speech analysis and phoneme-level (IPA) pronunciation feedback to language-learning, reading-fluency, speech-therapy, and linguistic-analysis products. It returns word and phoneme alignment, IPA-based match scores, timestamps, detected substitutions, deletions, and insertions, plus optional prosody and proficiency metrics. The API supports 40+ languages and common audio formats. ASR tells you what was said; Langcraft helps explain how it was pronounced. It's Audio in --\> IPA and interpretable pronunciation diagnostics out. The API supports three flexible analysis modes. Applications can provide reference text for reading and pronunciation assessment, supply an explicit IPA phoneme sequence for targeted sound contrasts, or submit audio without a reference and use Langcraft’s built-in transcription for unrestricted speech analysis. Results can include utterance-, word-, syllable-, and phoneme-level information. The API returns expected and predicted IPA phones, pronunciation match scores, grades, word and phoneme alignment, millisecond-level timestamps, and detected substitutions, deletions, and insertions. This makes it possible to identify exactly where a learner’s pronunciation diverged from the target. Langcraft also supports corrective and articulatory feedback. Pronunciation differences can be described using linguistically meaningful features such as place of articulation, manner of articulation, and voicing. This allows applications to explain not only that a sound was different, but how it was produced differently and what the learner may need to change. Functional-load analysis helps prioritize pronunciation differences according to their potential effect on meaning and intelligibility. Instead of treating every deviation equally, applications can focus feedback and practice on distinctions that matter most for successful communication. Optional prosody and proficiency outputs include pitch and stress contours, fluency, intelligibility, speaking rate, pauses, rhythm, and other higher-level speaking metrics. Developers can combine these signals with segment-level pronunciation results to create a more complete view of spoken performance. Its structured JSON responses are designed for straightforward integration into learner dashboards, sound-level visualizations, automated feedback systems, targeted practice exercises, progress reports, and research workflows. Langcraft can support use cases such as: - Phoneme-level pronunciation exercises - Minimal-pair and targeted sound practice - Oral-reading and reading-fluency assessment - Automated spoken-language feedback - Multilingual pronunciation analysis - Speech-therapy and clinical-support workflows - Literacy and language-assessment tools - Linguistic and phonetic research - Word and phoneme timing visualizations - Personalized practice based on recurring error patterns - Longitudinal tracking of pronunciation and speaking progress - & more

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