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AI Discourse Analysis & Diagnostics

  • Date:20 July, 2022
  • Domain:Language Assessment in the Classroom
  • Category:Development
  • Access:Free Online Access

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  • Transcription Transcription to IPA

    The International Phonetic Alphabet (IPA) is an essential tool for clinicians, language teachers, researchers, and linguists as it provides a written representation of sounds of any spoken language. This system includes symbols for consonants, vowels, and suprasegmental features like stress and intonation. The symbols represent the different articulatory properties of speech sounds, such as the place and manner of articulation for consonants and the height and backness of vowels.

    Automatic transcription tools that convert texts to IPA transcriptions are helpful in many contexts, such as language learning, linguistic research, and clinical practice. These tools typically provide a broad transcription of the text, which the user can then modify and refine to add more phonetic detail if needed. This can be particularly useful for researchers who work with large amounts of data and need to transcribe texts quickly and accurately. Clinicians and educators can also benefit from automatic transcription tools as they provide a starting point for analyzing text phonological production, which can then be used to design targeted interventions or educational materials.

    There is not one type of transcription to IPA. Transcriptions can vary concerning the detail they provide. A broader transcription offers a more general or phonemic transcription, where symbols represent the phonemes of a language, i.e., the minimal units of sound that can change the meaning of a word. In this kind of transcription, only the phonemic differences are noted, and the small phonetic variations that occur in actual speech production are ignored. For example, the English word 'cat' would be transcribed as /kæt/ in a broad transcription. A narrow transcription is a more detailed or phonetic transcription, where symbols and diacritics represent the exact phonetic details of speech, including the variations that occur in the production of phonemes. For example, the English word 'cat' might be transcribed as [kʰæt̚] in a narrow transcription, indicating the aspiration of the 'k' sound and the glottal stop at the end.

    The Open Brain AI IPA transcription tool is an automatic tool or better set of tools that enables the transcription of the surface form of language (the sounds we hear) but also allows linguists to represent the underlying phonological forms of words, i.e., the abstract mental representations of phonemes before the application of phonological rules. These rules, such as assimilation and dissimilation, change the phonetic properties of sounds in particular contexts, making the surface form different from the underlying form.

    The Open Brain AI transcription output provides a comprehensive analysis of the text by offering two key components: the transcribed text and a table detailing the statistics of phoneme distribution.

    The tool offers automatic transcription in more than 20 languages and language varieties.

    1. Transcribed Text: The text is meticulously transcribed, converting the written words into phonetic or phonemic symbols. This provides a clear and accurate representation of the pronunciation of the text, which is essential for linguistic analysis, language learning, and other applications.
    2. Phoneme Distribution Statistics: Accompanying the transcribed text is a table that provides a detailed analysis of the phoneme distribution within the text. This includes the frequency of each phoneme, its occurrence in different positions (e.g., at the beginning, middle, or end of a word), and other relevant statistics. Such analysis is crucial for linguistic research, as it can reveal phoneme usage and distribution patterns, which can shed light on various linguistic phenomena.
    3. The transcribed text and the phoneme distribution statistics provided by the Open Brain AI transcription output offer a comprehensive and insightful analysis of any given text, making it an invaluable tool for linguists, researchers, educators, and language enthusiasts. These tools are valuable resources for anyone working with language and speech, as they enable the analysis and comparison of phonological production across different languages and dialects, facilitate the teaching and learning of new languages, and support the assessment and treatment of speech disorders.

      For More see Themistocleous (2023). Open Brain AI. Computational Language Assessment on the Web.

    Learn more about our other services:
    Spoken Language Analysis
    We provide automatic transcription of speech and provide measures and scores about all linguistic domains, including phonology, morphology, syntax, semantics, lexicon, and readability measures.
    Written Language Analysis
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    Clinical Toolkit
    Automatic sound recording analysis, semantics scoring, spelling performance, and phonological performace.