Search Results - "Richter, Caitlin"
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A New Acoustic-Based Pronunciation Distance Measure
Published in Frontiers in artificial intelligence (29-05-2020)“…We present an acoustic distance measure for comparing pronunciations, and apply the measure to assess foreign accent strength in American-English by comparing…”
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Journal Article -
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Evaluating Low-Level Speech Features Against Human Perceptual Data
Published in Transactions of the Association for Computational Linguistics (01-12-2017)“…We introduce a method for measuring the correspondence between low-level speech features and human perception, using a cognitive model of speech perception…”
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Journal Article -
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Neural representations for modeling variation in speech
Published in Journal of phonetics (01-05-2022)“…•Neural acoustic models can be used to automatically model pronunciation variation.•Pronunciation variation is best captured by intermediate layers of…”
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Journal Article -
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Relative Dynamic Time Warping Comparison for Pronunciation Errors
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04-06-2023)“…We propose using a dynamic time warping (DTW) difference-to-sum ratio to classify speech as either matching or diverging from a linguistic standard. This…”
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Conference Proceeding -
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Alternation-Sensitive Phoneme Learning: Implications for Children's Development and Language Change
Published 01-01-2021“…This dissertation develops a cognitive model describing when children learn to group distinct sound segments (allophones) into abstract equivalence classes…”
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Dissertation -
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Neural Representations for Modeling Variation in Speech
Published 25-11-2020“…Variation in speech is often quantified by comparing phonetic transcriptions of the same utterance. However, manually transcribing speech is time-consuming and…”
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Journal Article