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Dynamic functional brain network connectivity during pseudoword processing relates to children’s reading skill
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Effectively teaching cultural competence in healthcare education
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An Overview of Indian Spoken Language Recognition from Machine Learning Perspective
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In: ISSN: 2375-4699 ; EISSN: 2375-4702 ; ACM Transactions on Asian and Low-Resource Language Information Processing ; https://hal.inria.fr/hal-03616853 ; ACM Transactions on Asian and Low-Resource Language Information Processing, ACM, In press, ⟨10.1145/3523179⟩ (2022)
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Abstract:
International audience ; Automatic spoken language identification (LID) is a very important research field in the era of multilingual voice-command-based human-computer interaction (HCI). A front-end LID module helps to improve the performance of many speech-based applications in the multilingual scenario. India is a populous country with diverse cultures and languages. The majority of the Indian population needs to use their respective native languages for verbal interaction with machines. Therefore, the development of efficient Indian spoken language recognition systems is useful for adapting smart technologies in every section of Indian society. The field of Indian LID has started gaining momentum in the last two decades, mainly due to the development of several standard multilingual speech corpora for the Indian languages. Even though significant research progress has already been made in this field, to the best of our knowledge, there are not many attempts to analytically review them collectively. In this work, we have conducted one of the very first attempts to present a comprehensive review of the Indian spoken language recognition research field. In-depth analysis has been presented to emphasize the unique challenges of low-resource and mutual influences for developing LID systems in the Indian contexts. Several essential aspects of the Indian LID research, such as the detailed description of the available speech corpora, the major research contributions, including the earlier attempts based on statistical modeling to the recent approaches based on different neural network architectures, and the future research trends are discussed. This review work will help assess the state of the present Indian LID research by any active researcher or any research enthusiasts from related fields.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]; [INFO.INFO-HC]Computer Science [cs]/Human-Computer Interaction [cs.HC]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [SCCO.LING]Cognitive science/Linguistics; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; acoustic phonetics; code-switching; corpora development; discriminative model; Indian language identification; Language resources; language similarity; Machine learning; Signal processing systems Low-resourced languages
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URL: https://hal.inria.fr/hal-03616853/file/TALLIP_Overview.pdf https://doi.org/10.1145/3523179 https://hal.inria.fr/hal-03616853 https://hal.inria.fr/hal-03616853/document
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Computational Models in Electroencephalography.
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In: Brain topography, vol 35, iss 1 (2022)
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Un dictionnaire peul encyclopédique de l’agriculture et de la nature
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In: Cahiers du CEDIMES ; https://halshs.archives-ouvertes.fr/halshs-03648615 ; Cahiers du CEDIMES, 2022, 17 (2), pp.165-178 (2022)
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КОМПОНЕНТНАЯ ХАРАКТЕРИСТИКА ЯЗЫКОВОЙ ЛИЧНОСТИ В ОБРАЗОВАТЕЛЬНОМ ПРОСТРАНСТВЕ ... : COMPONENT CHARACTERISTICS OF A LINGUISTIC PERSONALITY IN THE EDUCATIONAL SPACE ...
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Professional Pathways: Strategies to increase workforce diversity in the Australian library and information sector ...
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Justification of points and scenarios for the development of rural and settlement communities in Ukraine (on the example of Luhansk region) ...
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It’s your turn: The dynamics of conversational turn-taking in father-child and mother-child interaction ...
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Διδακτική αξιοποίηση του παραμυθιού στο μάθημα της γλώσσας ... : Teaching use of the fairy tale in language teaching ...
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COVID-19 first lockdown as a window into language acquisition: associations between caregiver-child activities and vocabulary gains ...
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Developmental screening using caregiver report: an evaluation of screening tools and childhood developmental delays in South Africa ...
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Developmental screening using caregiver report: an evaluation of screening tools and childhood developmental delays in South Africa ...
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NATURE OF CREATIVE ABILITIES IN THE PROCESS OF MASTERING A FOREIGN LANGUAGE ...
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DEVELOPING THE CRITICAL READING SKILLS OF ESL STUDENTS THROUGH SHORT STORIES IN SECONDARY SCHOOLS ...
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THE ROLE OF WH- QUESTIONS IN TEACHING SPEAKING SKILLS AT SCHOOL ...
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THE ROLE OF WH- QUESTIONS IN TEACHING SPEAKING SKILLS AT SCHOOL ...
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DEVELOPING THE CRITICAL READING SKILLS OF ESL STUDENTS THROUGH SHORT STORIES IN SECONDARY SCHOOLS ...
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NATURE OF CREATIVE ABILITIES IN THE PROCESS OF MASTERING A FOREIGN LANGUAGE ...
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