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1
A Neural Pairwise Ranking Model for Readability Assessment ...
Lee, Justin; Vajjala, Sowmya. - : arXiv, 2022
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2
Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition ...
Abstract: Phonotactic constraints can be employed to distinguish languages by representing a speech utterance as a multinomial distribution or phone events. In the present study, we propose a new learning mechanism based on subspace-based representation, which can extract concealed phonotactic structures from utterances, for language verification and dialect/accent identification. The framework mainly involves two successive parts. The first part involves subspace construction. Specifically, it decodes each utterance into a sequence of vectors filled with phone-posteriors and transforms the vector sequence into a linear orthogonal subspace based on low-rank matrix factorization or dynamic linear modeling. The second part involves subspace learning based on kernel machines, such as support vector machines and the newly developed subspace-based neural networks (SNNs). The input layer of SNNs is specifically designed for the sample represented by subspaces. The topology ensures that the same output can be derived from ... : Published in IEEE/ACM Trans. Audio, Speech, Lang. Process., 2020, vol. 28, pp. 3065-3079 ...
Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Machine Learning cs.LG; Sound cs.SD
URL: https://dx.doi.org/10.48550/arxiv.2203.15576
https://arxiv.org/abs/2203.15576
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3
A Deep CNN Architecture with Novel Pooling Layer Applied to Two Sudanese Arabic Sentiment Datasets ...
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4
Mono vs Multilingual BERT: A Case Study in Hindi and Marathi Named Entity Recognition ...
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5
Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns ...
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6
WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ...
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7
A Transformer-Based Contrastive Learning Approach for Few-Shot Sign Language Recognition ...
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8
Including Facial Expressions in Contextual Embeddings for Sign Language Generation ...
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9
Statistical and Spatio-temporal Hand Gesture Features for Sign Language Recognition using the Leap Motion Sensor ...
Bird, Jordan J.. - : arXiv, 2022
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10
pNLP-Mixer: an Efficient all-MLP Architecture for Language ...
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11
Multilingual Abusiveness Identification on Code-Mixed Social Media Text ...
Ranjan, Ekagra; Poddar, Naman. - : arXiv, 2022
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12
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification ...
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13
StableMoE: Stable Routing Strategy for Mixture of Experts ...
Dai, Damai; Dong, Li; Ma, Shuming. - : arXiv, 2022
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14
BERTuit: Understanding Spanish language in Twitter through a native transformer ...
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15
EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification ...
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16
Frame Shift Prediction ...
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17
Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning ...
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18
Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages ...
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19
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? ...
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20
Assessment of Massively Multilingual Sentiment Classifiers ...
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