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1
Learning New Vocabulary Implicitly During Sleep Transfers With Cross-Modal Generalization Into Wakefulness
In: ISSN: 1662-4548 ; EISSN: 1662-453X ; Frontiers in Neuroscience ; https://hal.sorbonne-universite.fr/hal-03640595 ; Frontiers in Neuroscience, Frontiers, 2022, 16, pp.801666. ⟨10.3389/fnins.2022.801666⟩ (2022)
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2
MAGIC DUST FOR CROSS-LINGUAL ADAPTATION OF MONOLINGUAL WAV2VEC-2.0
In: ICASSP 2022 ; https://hal.archives-ouvertes.fr/hal-03544515 ; ICASSP 2022, May 2022, Singapour, Singapore (2022)
Abstract: International audience ; We propose a simple and effective cross-lingual transfer learning method to adapt monolingual wav2vec-2.0 models for Automatic Speech Recognition (ASR) in resource-scarce languages. We show that a monolingual wav2vec-2.0 is a good few-shot ASR learner in several languages. We improve its performance further via several iterations of Dropout Uncertainty-Driven Self-Training (DUST) by using a moderate-sized unlabeled speech dataset in the target language. A key finding of this work is that the adapted monolingual wav2vec-2.0 achieves similar performance as the topline multilingual XLSR model, which is trained on fifty-three languages, on the target language ASR task.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; adaptation; ASR; Cross-lingual transfer learning; self training; self-supervised Learning
URL: https://hal.archives-ouvertes.fr/hal-03544515/file/khurana22.pdf
https://hal.archives-ouvertes.fr/hal-03544515
https://hal.archives-ouvertes.fr/hal-03544515/document
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3
Cross-lingual few-shot hate speech and offensive language detection using meta learning
In: ISSN: 2169-3536 ; EISSN: 2169-3536 ; IEEE Access ; https://hal.archives-ouvertes.fr/hal-03559484 ; IEEE Access, IEEE, 2022, 10, pp.14880-14896. ⟨10.1109/ACCESS.2022.3147588⟩ (2022)
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4
TEACHING ENGLISH FOR THE SECOND LANGUAGE STUDENTS AS THE SECOND LANGUAGE ...
USMONOVA RUZAXON BOZOROVNA. - : Zenodo, 2022
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5
TEACHING ENGLISH FOR THE SECOND LANGUAGE STUDENTS AS THE SECOND LANGUAGE ...
USMONOVA RUZAXON BOZOROVNA. - : Zenodo, 2022
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6
APPLIED LINGUISTICS AND LANGUAGE TEACHER'S STRATERGY ...
Jamoldinov Sanjarbek. - : Zenodo, 2022
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7
ECONOMIC TERMS IN THE LEXICAL SYSTEM OF THE MODERN UZBEK LANGUAGE ...
Yuldasheva, Dilnoza. - : Zenodo, 2022
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8
APPLIED LINGUISTICS AND LANGUAGE TEACHER'S STRATERGY ...
Jamoldinov Sanjarbek. - : Zenodo, 2022
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9
ECONOMIC TERMS IN THE LEXICAL SYSTEM OF THE MODERN UZBEK LANGUAGE ...
Yuldasheva, Dilnoza. - : Zenodo, 2022
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10
Visual generics: How children understand generic language with different visualizations ...
Menendez, David. - : Open Science Framework, 2022
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11
Attributions of Successful English Language Learners in Transfer-Level English
In: Doctoral Dissertations and Projects (2022)
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12
Improving Scene Text Recognition for Indian Languages with Transfer Learning and Font Diversity
In: Journal of Imaging; Volume 8; Issue 4; Pages: 86 (2022)
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13
Simultaneous Classification of Both Mental Workload and Stress Level Suitable for an Online Passive Brain–Computer Interface
In: Sensors; Volume 22; Issue 2; Pages: 535 (2022)
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14
Cross-Lingual Transfer Learning for Arabic Task-Oriented Dialogue Systems Using Multilingual Transformer Model mT5
In: Mathematics; Volume 10; Issue 5; Pages: 746 (2022)
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15
Measuring Terminology Consistency in Translated Corpora: Implementation of the Herfindahl-Hirshman Index
In: Information; Volume 13; Issue 2; Pages: 43 (2022)
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16
Comparative Study of Multiclass Text Classification in Research Proposals Using Pretrained Language Models
In: Applied Sciences; Volume 12; Issue 9; Pages: 4522 (2022)
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17
The Role of Task Complexity and Dominant Articulatory Routines in the Acquisition of L3 Spanish
In: Languages; Volume 7; Issue 2; Pages: 90 (2022)
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18
Leveraging Frozen Pretrained Written Language Models for Neural Sign Language Translation
In: Information; Volume 13; Issue 5; Pages: 220 (2022)
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19
Analyzing COVID-19 Medical Papers Using Artificial Intelligence: Insights for Researchers and Medical Professionals
In: Big Data and Cognitive Computing; Volume 6; Issue 1; Pages: 4 (2022)
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20
Practical English speaking language ...
SH.J.Mamatkulova. - : Zenodo, 2022
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