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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)
Abstract: This paper sustains the position that the time has come for thinking of learning machines that conquer visual skills in a truly human-like context, where a few human-like object supervisions are given by vocal interactions and pointing aids only. This likely requires new foundations on computational processes of vision with the final purpose of involving machines in tasks of visual description by living in their own visual environment under simple man-machine linguistic interactions. The challenge consists of developing machines that learn to see without needing to handle visual databases. This might open the doors to a truly orthogonal competitive track concerning deep learning technologies for vision which does not rely on the accumulation of huge visual databases.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]
URL: https://hal.archives-ouvertes.fr/hal-03526569
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5
Unsupervised quantification of entity consistency between photos and text in real-world news ...
Müller-Budack, Eric. - : Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2022
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6
Large-scale Bilingual Language-Image Contrastive Learning ...
Ko, Byungsoo; Gu, Geonmo. - : arXiv, 2022
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7
Bridging Video-text Retrieval with Multiple Choice Questions ...
Ge, Yuying; Ge, Yixiao; Liu, Xihui. - : arXiv, 2022
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8
Towards a Perceptual Model for Estimating the Quality of Visual Speech ...
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9
An error correction scheme for improved air-tissue boundary in real-time MRI video for speech production ...
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10
Expression-preserving face frontalization improves visually assisted speech processing ...
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11
WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ...
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12
Modeling Intensification for Sign Language Generation: A Computational Approach ...
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13
Keypoint based Sign Language Translation without Glosses ...
Kim, Youngmin; Kwak, Minji; Lee, Dain. - : arXiv, 2022
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14
A Transformer-Based Contrastive Learning Approach for Few-Shot Sign Language Recognition ...
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15
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation ...
Chen, Yutong; Wei, Fangyun; Sun, Xiao. - : arXiv, 2022
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16
Including Facial Expressions in Contextual Embeddings for Sign Language Generation ...
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17
Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production ...
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18
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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19
Multi-View Spatial-Temporal Network for Continuous Sign Language Recognition ...
Li, Ronghui; Meng, Lu. - : arXiv, 2022
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20
Gesture based Arabic Sign Language Recognition for Impaired People based on Convolution Neural Network ...
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