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1
Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework ...
Gu, Jiaxi; Meng, Xiaojun; Lu, Guansong. - : arXiv, 2022
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2
Freeform Body Motion Generation from Speech ...
Xu, Jing; Zhang, Wei; Bai, Yalong. - : arXiv, 2022
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3
BERT-LID: Leveraging BERT to Improve Spoken Language Identification ...
Abstract: Language identification is a task of automatically determining the identity of a language conveyed by a spoken segment. It has a profound impact on the multilingual interoperability of an intelligent speech system. Despite language identification attaining high accuracy on medium or long utterances (>3s), the performance on short utterances (<=1s) is still far from satisfactory. We propose an effective BERT-based language identification system (BERT-LID) to improve language identification performance, especially on short-duration speech segments. To adapt BERT into the LID pipeline, we drop in a conjunction network prior to BERT to accommodate the frame-level Phonetic Posteriorgrams(PPG) derived from the frontend phone recognizer and then fine-tune the conjunction network and BERT pre-trained model together. We evaluate several variations within this piped framework, including combining BERT with CNN, LSTM, DPCNN, and RCNN. The experimental results demonstrate that the best-performing model is ...
Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD
URL: https://dx.doi.org/10.48550/arxiv.2203.00328
https://arxiv.org/abs/2203.00328
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4
Wearing face masks and possibility for dry eye during the COVID-19 pandemic
In: Sci Rep (2022)
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5
Multilingual multi-aspect explainability analyses on machine reading comprehension models
In: iScience (2022)
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6
Feature-level interpolation-based GAN for image super-resolution [<Journal>]
Zhang, Lizong [Verfasser]; Zhang, Wei [Verfasser]; Lu, Guoming [Verfasser].
DNB Subject Category Language
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7
Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models ...
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8
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation ...
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9
Consistency and Consensus Driven for Hesitant Fuzzy Linguistic Decision Making with Pairwise Comparisons ...
Ren, Peijia; Liu, Zixu; Zhang, Wei-Guo. - : arXiv, 2021
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10
Dependency Structure for News Document Summarization ...
Ma, Congbo; Zhang, Wei Emma; Wang, Hu. - : arXiv, 2021
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11
Don't Miss the Labels: Label-semantic Augmented Meta-Learner for Few-Shot Text Classification ...
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12
Don’t Miss the Labels: Label-semantic Augmented Meta-Learner for Few-Shot Text Classification ...
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13
Native imitation of the flat-falling tonal continua in Mandarin ...
Zhang, Wei. - : Open Science Framework, 2021
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14
The relationship between phrasing and prominence in Mandarin production ...
Zhang, Wei. - : Open Science Framework, 2021
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15
The logic of platformization and news
Zhang, Wei. - : Universitat Autònoma de Barcelona, 2021
In: TDX (Tesis Doctorals en Xarxa) (2021)
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16
The logic of platformization and news
Zhang, Wei. - 2021
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17
Review on the Application of Metalearning in Artificial Intelligence
In: Comput Intell Neurosci (2021)
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18
Effects of recasts, clarification requests on suprasegment development of English intonation
In: Porta Linguarum: revista internacional de didáctica de las lenguas extranjeras, ISSN 1697-7467, Nº. 35, 2021, pags. 311-325 (2021)
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19
Research on mobile impulse purchase intention in the perspective of system users during COVID-19 [<Journal>]
Zhang, Wei [Verfasser]; Leng, Xuemei [Verfasser]; Liu, Siyu [Verfasser]
DNB Subject Category Language
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20
Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction ...
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