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In this work, SI was assessed utilizing different filterbank-based metrics (the speech intelligibility index and the speech-based envelope power spectrum model) and neurogram-based metrics, using the biologically inspired model of the auditory nerve proposed by Zilany, Bruce, Nelson, and Carney [(2009), J. Acoust. Soc. Am. 126(5), 2390\u20132412] as a front-end and the neurogram similarity metric and spectro temporal modulation index as a back-end. Then, the correlations with behavioural scores were computed. Results showed that neurogram-based metrics representing the speech envelope showed higher correlations with the behavioural scores at a word level. At a per-phoneme level, it was found that phoneme transitions contribute to higher correlations between objective measures that use speech envelope information at the auditory periphery level and behavioural data. The presented framework could function as a useful tool for the validation and tuning of speech materials, as well as a benchmark for the development of speech processing algorithms.<\/jats:p>","DOI":"10.1121\/1.4973569","type":"journal-article","created":{"date-parts":[[2017,1,18]],"date-time":"2017-01-18T17:06:02Z","timestamp":1484759162000},"page":"300-312","update-policy":"http:\/\/dx.doi.org\/10.1063\/aip-crossmark-policy-page","source":"Crossref","is-referenced-by-count":8,"title":["Predicting phoneme and word recognition in noise using a computational model of the auditory periphery"],"prefix":"10.1121","volume":"141","author":[{"given":"Arturo","family":"Moncada-Torres","sequence":"first","affiliation":[{"name":"KU Leuven 1 Department of Neurosciences, ExpORL, , Herestraat 49, Bus 721, 3000 Leuven, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Astrid","family":"van Wieringen","sequence":"additional","affiliation":[{"name":"KU Leuven 1 Department of Neurosciences, ExpORL, , Herestraat 49, Bus 721, 3000 Leuven, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ian C.","family":"Bruce","sequence":"additional","affiliation":[{"name":"McMaster University 2 Department of Electrical and Computer Engineering, , 1280 Main Street West, Hamilton, Ontario L8S 4K1, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan","family":"Wouters","sequence":"additional","affiliation":[{"name":"KU Leuven 1 Department of Neurosciences, ExpORL, , Herestraat 49, Bus 721, 3000 Leuven, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom","family":"Francart","sequence":"additional","affiliation":[{"name":"KU Leuven 1 Department of Neurosciences, ExpORL, , Herestraat 49, Bus 721, 3000 Leuven, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"231","published-online":{"date-parts":[[2017,1,18]]},"reference":[{"issue":"1","key":"2023080809003060300_c1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.2200\/S00004ED1V01Y200508SAP001","article-title":"Articulation and intelligibility","volume":"1","year":"2005","journal-title":"Synth. 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