SignExplainer: An Explainable AI-Enabled Framework for Sign Language Recognition With Ensemble Learning by Deep R. Kothadiya, Chintan M. Bhatt, Amjad Rehman, Faten S. Alamri, Tanzila Saba

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Design and prototyping of a robotic hand for sign language using locally-sourced materials by Ibrahim A. Adeyanju, Sheriffdeen O. Alabi, Adebimpe O. Esan, Bolaji A. Omodunbi, Oluwaseyi O. Bello, Samuel Fanijo

“…This research work developed a hardware prototype of a robotic hand forfor sign language communication with persons living with hard-of-hearing disabilities (deaf and/or dumb). …”
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Signer-Independent Arabic Sign Language Recognition System Using Deep Learning Model by Kanchon Kanti Podder, Maymouna Ezeddin, Muhammad E. H. Chowdhury, Md. Shaheenur Islam Sumon, Anas M. Tahir, Mohamed Arselene Ayari, Proma Dutta, Amith Khandakar, Zaid Bin Mahbub, Muhammad Abdul Kadir

Subjects: “…Arabic Sign Language…”
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GESTURE RECOGNITION OF MACHINE LEARNING AND CONVOLUTIONAL NEURAL NETWORK METHODS FOR KAZAKH SIGN LANGUAGE by Samat Mukhanov, Raissa Uskenbayeva, Young Im Cho, Dauren Kabyl, Nurzhan Les, Maqsat Amangeldi

“…Experiments showed different results when training neural networks for sign language recognition in the Kazakh sign language based on the dactyl alphabet. …”
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The Serbian Sign Language Alphabet: A Unique Authentic Dataset of Letter Sign Gestures by Mladen Radaković, Marina Marjanović, Ivana Ristić, Valentin Kuleto, Milena P. Ilić, Svetlana Dabić-Miletić

Subjects: “…Serbian Sign Language…”
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Data Augmentation for Human Keypoint Estimation Deep Learning based Sign Language Translation by Chan-Il Park, Chae-Bong Sohn

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Recent Progress in Arabic Sign Language Recognition: Utilizing Convolutional Neural Networks (CNN) by Hassan Mosab. A., Ali Alaa. H., Sabri Atheer A.

“…The research outcomes suggest that our model not only sets a new benchmark in sign language recognition but also offers a promising foundation for the development of real-time, assistive sign language translation tools. …”
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Imitation, sign language skill and the Developmental Ease of Language Understanding (D-ELU) model by Emil eHolmer, Mikael eHeimann, Mary eRudner

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Second language learning of depiction in a different modality: The case of sign language acquisition by Kim B. Kurz, Geo Kartheiser, Peter C. Hauser

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LAVRF: Sign language recognition via Lightweight Attentive VGG16 with Random Forest. by Edmond Li Ren Ewe, Chin Poo Lee, Kian Ming Lim, Lee Chung Kwek, Ali Alqahtani

“…Sign language recognition presents significant challenges due to the intricate nature of hand gestures and the necessity to capture fine-grained details. …”
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Enhancing Arabic Sign Language Interpretation: Leveraging Convolutional Neural Networks and Transfer Learning by Saad Al Ahmadi, Farah Muhammad, Haya Al Dawsari

Subjects: “…Arabic Sign Language…”
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Multi-Stroke Thai Finger-Spelling Sign Language Recognition System with Deep Learning by Thongpan Pariwat, Pusadee Seresangtakul

“…Sign language is a type of language for the hearing impaired that people in the general public commonly do not understand. …”
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Recognition of American Sign Language Gestures in a Virtual Reality Using Leap Motion by Aurelijus Vaitkevičius, Mantas Taroza, Tomas Blažauskas, Robertas Damaševičius, Rytis Maskeliūnas, Marcin Woźniak

“…We have achieved the gesture recognition accuracy (mean ± SD) is 86.1 ± 8.2% and gesture typing speed is 3.09 ± 0.53 words per minute (WPM), when recognizing the gestures of the American Sign Language (ASL).…”
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Sign language ability in young deaf signers predicts comprehension of written sentences in English. by Kathy N Andrew, Jennifer Hoshooley, Marc F Joanisse

“…We investigated the robust correlation between American Sign Language (ASL) and English reading ability in 51 young deaf signers ages 7;3 to 19;0. …”
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Deaf Sign Language Users, Health Inequities, and Public Health: Opportunity for Social Justice by Steven Barnett, MD, Michael McKee, MD, MPH, Scott R. Smith, MD, MPH, Thomas A. Pearson, MD, PhD, MPH

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Comparison of PCA Based and 2DPCA Based Arabic Sign Language Recognition System by Salim Mohammed Hussein Al-Wasity

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Facilitating the communication with deaf people: Building a largest Saudi sign language dataset by Mansour Alsulaiman, Mohammed Faisal, Mohamed Mekhtiche, Mohamed Bencherif, Tariq Alrayes, Ghulam Muhammad, Hassan Mathkour, Wadood Abdul, Yousef Alohali, Mansour Alqahtani, Habib Al-Habib, Hassan Alhalafi, Mohammed Algabri, Muneer Al-hammadi, Hamdi Altaheri, Taha Alfakih

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A Developmental Disorder of Signed Language Production in a Native Deaf Signer of ASL by David Quinto-Pozos, Frances Cooley

“…We propose that language therapists who are fluent in signed language be trained to work with signing children.…”
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An end-to-end framework for translation of American sign language to low-resource languages in Nigeria by Mustapha Deji Dere, Roshidat Oluwabukola Dere, Adewale Adesina, Aliyu Rufai Yauri

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Acquisition of turn-taking in sign language conversations: An overview of language modality and turn structure by Laura Horton, Jenny Singleton

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