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Tongue Contour Tracking and Segmentation in Lingual Ultrasound for Speech Recognition: A Review

https://doi.org/10.3390/diagnostics12112811

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inferredcites →https://doi.org/10.1109/tip.2003.819861openalex-snapshot

Image quality assessment: from error visibility to structural similarity

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SottoVoce

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BLEselect

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Automatic Tongue Contour Segmentation using Deep Learning

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inferredcites →https://doi.org/10.21437/interspeech.2011-410openalex-snapshot

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inferredcites →https://doi.org/10.21437/interspeech.2013-480openalex-snapshot

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inferredcites →https://doi.org/10.21437/interspeech.2015-521openalex-snapshot

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inferredcites →https://doi.org/10.21437/interspeech.2016-559openalex-snapshot

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Domain-Adversarial Training for Session Independent EMG-based Speech Recognition

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Craniofacial, Tongue, and Speech Characteristics in Anterior Open Bite Patients of East African Ethnicity

inferredcites →https://doi.org/10.3109/02699206.2015.1110714openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.specom.2024.103140openalex-snapshot

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inferred← citeshttps://doi.org/10.1088/2057-1976/ad28ccopenalex-snapshot

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inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10448370openalex-snapshot

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