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英語繪本融入國小五年級英語學習扶助成效之行動研究 ; An Action Research on Effectiveness of Using Picture Books in 5th Grader’s English Remedial Instruction
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桌上遊戲融入國小四年級英語學習扶助成效之行動研究 ; An Action Research on Effectiveness of Using Board Games in 4th Grader’s English Remedial Instruction
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融合英語童謠教學在國小二年級學生的音韻覺識及學習動機上的行動研究 ; An Action Research of English Nursery Rhymes Instruction on Phonological Awareness and Learning Motivation among Elementary Second Grade Students
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Implementasi Model Problem Based Learning Untuk Meningkatkan Hasil Belajar Bahasa Inggris Siswa Kelas VIISemester II dI SMP 21 Kota Bengkulu Tahun 2020/2021 ...
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Implementasi Model Problem Based Learning Untuk Meningkatkan Hasil Belajar Bahasa Inggris Siswa Kelas VIISemester II dI SMP 21 Kota Bengkulu Tahun 2020/2021 ...
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THE USE OF INFORMATION TECHNOLOGY IN THE PROCESS OF ASSESSMENTS OF LEGAL TERMINOLOGY ...
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THE USE OF INFORMATION TECHNOLOGY IN THE PROCESS OF ASSESSMENTS OF LEGAL TERMINOLOGY ...
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Intoxication and pitch control in tonal and non-tonal language speakers ...
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Blended learning: Barriers and drawbacks for English language lecturers at Vietnamese universities
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In: Research outputs 2014 to 2021 (2022)
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A Novel Pathological Voice Identification Technique through Simulated Cochlear Implant Processing Systems
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In: Applied Sciences; Volume 12; Issue 5; Pages: 2398 (2022)
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Abstract:
This paper presents a pathological voice identification system employing signal processing techniques through cochlear implant models. The fundamentals of the biological process for speech perception are investigated to develop this technique. Two cochlear implant models are considered in this work: one uses a conventional bank of bandpass filters, and the other one uses a bank of optimized gammatone filters. The critical center frequencies of those filters are selected to mimic the human cochlear vibration patterns caused by audio signals. The proposed system processes the speech samples and applies a CNN for final pathological voice identification. The results show that the two proposed models adopting bandpass and gammatone filterbanks can discriminate the pathological voices from healthy ones, resulting in F1 scores of 77.6% and 78.7%, respectively, with speech samples. The obtained results of this work are also compared with those of other related published works.
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Keyword:
bandpass; classifier; cochlear implants; deep learning; filterbank; gammatone; voice pathology
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URL: https://doi.org/10.3390/app12052398
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The Emotion Probe: On the Universality of Cross-Linguistic and Cross-Gender Speech Emotion Recognition via Machine Learning
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In: Sensors; Volume 22; Issue 7; Pages: 2461 (2022)
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An Improved Method for Online Teacher Training Courses for Bilingual Education Based on Cyber-Physical Systems
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In: Applied Sciences; Volume 12; Issue 5; Pages: 2346 (2022)
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TECHNOLOGIES FOR DEVELOPING LEXICAL COMPETENCE OF MEDICAL STUDENTS IN ENGLISH ...
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TECHNOLOGIES FOR DEVELOPING LEXICAL COMPETENCE OF MEDICAL STUDENTS IN ENGLISH ...
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English is Not Dead! Long Live English: Teaching the Evolution of English and Inclusive Communication Via Online, Face to Face or Hybrid Instruction
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In: Georgia International Conference on Information Literacy (2022)
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Teachers’ narratives of resistance to Madrid's bilingual programme: an exploratory study in secondary education
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How do L2 student moderators facilitate a peer-led discussion forum?
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Probing professional identities of English Language Teacher Educators through collaborative study groups: Insights from a teacher educator team in Colombia
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Torres Rocha, JC. - : University of Exeter, 2022. : College of Sicial Sciences and international studies, 2022
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