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Speech Recognition Performance by Adults: A Proposal for a Battery for Marathi
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<div class="col-sm-3"> <div class="card"> <div class="card-body"><strong>Paper Count:</strong> 87512</div> </div> </div> </div> <div class="card publication-listing mt-3 mb-3"> <h5 class="card-header" style="font-size:.9rem">Speech Recognition Performance by Adults: A Proposal for a Battery for Marathi</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/abstracts/search?q=S.%20B.%20Rathna%20Kumar">S. B. Rathna Kumar</a>, <a href="https://publications.waset.org/abstracts/search?q=Pranjali%20A%20Ujwane"> Pranjali A Ujwane</a>, <a href="https://publications.waset.org/abstracts/search?q=Panchanan%20Mohanty"> Panchanan Mohanty</a> </p> <p class="card-text"><strong>Abstract:</strong></p> The present study aimed to develop a battery for assessing speech recognition performance by adults in Marathi. A total of four word lists were developed by considering word frequency, word familiarity, words in common use, and phonemic balance. Each word list consists of 25 words (15 monosyllabic words in CVC structure and 10 monosyllabic words in CVCV structure). Equivalence analysis and performance-intensity function testing was carried using the four word lists on a total of 150 native speakers of Marathi belonging to different regions of Maharashtra (Vidarbha, Marathwada, Khandesh and Northern Maharashtra, Pune, and Konkan). The subjects were further equally divided into five groups based on above mentioned regions. It was found that there was no significant difference (p > 0.05) in the speech recognition performance between groups for each word list and between word lists for each group. Hence, the four word lists developed were equally difficult for all the groups and can be used interchangeably. The performance-intensity (PI) function curve showed semi-linear function, and the groups’ mean slope of the linear portions of the curve indicated an average linear slope of 4.64%, 4.73%, 4.68%, and 4.85% increase in word recognition score per dB for list 1, list 2, list 3 and list 4 respectively. Although, there is no data available on speech recognition tests for adults in Marathi, most of the findings of the study are in line with the findings of research reports on other languages. The four word lists, thus developed, were found to have sufficient reliability and validity in assessing speech recognition performance by adults in Marathi. <iframe src="https://publications.waset.org/abstracts/41329.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/abstracts/search?q=speech%20recognition%20performance" title="speech recognition performance">speech recognition performance</a>, <a href="https://publications.waset.org/abstracts/search?q=phonemic%20balance" title=" phonemic balance"> phonemic balance</a>, <a href="https://publications.waset.org/abstracts/search?q=equivalence%20analysis" title=" equivalence analysis"> equivalence analysis</a>, <a href="https://publications.waset.org/abstracts/search?q=performance-intensity%20function%20testing" title=" performance-intensity function testing"> performance-intensity function testing</a>, <a href="https://publications.waset.org/abstracts/search?q=reliability" title=" reliability"> reliability</a>, <a href="https://publications.waset.org/abstracts/search?q=validity" title=" validity"> validity</a> </p> <a href="https://publications.waset.org/abstracts/41329/speech-recognition-performance-by-adults-a-proposal-for-a-battery-for-marathi" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/abstracts/41329.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">358</span> </span> </div> </div> </div> </main> <footer> <div id="infolinks" class="pt-3 pb-2"> <div class="container"> <div style="background-color:#f5f5f5;" class="p-3"> <div class="row"> <div class="col-md-2"> <ul class="list-unstyled"> About <li><a href="https://waset.org/page/support">About Us</a></li> <li><a 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