ArcSAMPLING

Product · What’s new

Pronunciation suggestions for phonetic transcription

Dictionary-based IPA suggestions provide a starting point for target pronunciations alongside the transcription of the speaker’s production.

Work done September 6–8, 2026 · Last edited September 25, 2026

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Arc now uses the CMU Pronouncing Dictionary to suggest target pronunciations in IPA. These appear alongside the words in the transcript, providing a starting point for comparing target pronunciations with the speaker’s production during phonological analysis.

A starting point for target pronunciations

The dictionary supplies pronunciations for a much broader vocabulary than the fixed set prepared for the prototype’s sample. Suggested pronunciations can be edited, and IPA can be entered by hand for words outside the dictionary.

Words with target and produced IPA beneath them
Target and produced pronunciations shown in the September 25, 2026 interface.

Target and production side by side

The target pronunciation and the transcription of what the speaker actually said have separate editable fields beneath each word. An IPA symbol palette supports entering and correcting the transcriptions.

The dictionary supplies the target suggestion; the produced transcription records what is heard in the sample. Keeping both alongside the word supports reviewing the comparison used for percentage of consonants correct (PCC).

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Arc is being built to bring your recording, transcript, analysis, and report into one workspace. No extra arms required.

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An octopus at a laptop, holding a transcript and a report in two of its other arms.