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The Impact of Removing Head Movements on Audio-visual Speech Enhancement
In: ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing ; https://hal.inria.fr/hal-03551610 ; ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE Signal Processing Society, May 2022, Singapore, Singapore. pp.1-5 (2022)
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2
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective
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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3
BBC-Oxford British Sign Language Dataset
In: https://hal.archives-ouvertes.fr/hal-03516444 ; 2022 (2022)
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4
Can machines learn to see without visual databases?
In: https://hal.archives-ouvertes.fr/hal-03526569 ; 2022 (2022)
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5
Large-scale Bilingual Language-Image Contrastive Learning ...
Ko, Byungsoo; Gu, Geonmo. - : arXiv, 2022
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6
Bridging Video-text Retrieval with Multiple Choice Questions ...
Ge, Yuying; Ge, Yixiao; Liu, Xihui. - : arXiv, 2022
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7
DanFEVER: claim verification dataset for Danish ...
Nørregaard, Jeppe; Derczynski, Leon. - : figshare, 2022
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8
DanFEVER: claim verification dataset for Danish ...
Nørregaard, Jeppe; Derczynski, Leon. - : figshare, 2022
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9
Towards a Perceptual Model for Estimating the Quality of Visual Speech ...
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10
An error correction scheme for improved air-tissue boundary in real-time MRI video for speech production ...
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11
Expression-preserving face frontalization improves visually assisted speech processing ...
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12
WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ...
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13
Modeling Intensification for Sign Language Generation: A Computational Approach ...
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14
Keypoint based Sign Language Translation without Glosses ...
Kim, Youngmin; Kwak, Minji; Lee, Dain. - : arXiv, 2022
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15
A Transformer-Based Contrastive Learning Approach for Few-Shot Sign Language Recognition ...
Abstract: Sign language recognition from sequences of monocular images or 2D poses is a challenging field, not only due to the difficulty to infer 3D information from 2D data, but also due to the temporal relationship between the sequences of information. Additionally, the wide variety of signs and the constant need to add new ones on production environments makes it infeasible to use traditional classification techniques. We propose a novel Contrastive Transformer-based model, which demonstrate to learn rich representations from body key points sequences, allowing better comparison between vector embedding. This allows us to apply these techniques to perform one-shot or few-shot tasks, such as classification and translation. The experiments showed that the model could generalize well and achieved competitive results for sign classes never seen in the training process. ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences; Machine Learning cs.LG
URL: https://arxiv.org/abs/2204.02803
https://dx.doi.org/10.48550/arxiv.2204.02803
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16
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation ...
Chen, Yutong; Wei, Fangyun; Sun, Xiao. - : arXiv, 2022
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17
Including Facial Expressions in Contextual Embeddings for Sign Language Generation ...
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18
Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production ...
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19
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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20
Multi-View Spatial-Temporal Network for Continuous Sign Language Recognition ...
Li, Ronghui; Meng, Lu. - : arXiv, 2022
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