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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 Hits 1 – 20 of 70 1 Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models ... Huang, Po-Yao; Patrick, Mandela; Hu, Junjie. - : arXiv, 2021 BASE Show details 2 Differentiable Allophone Graphs for Language-Universal Speech Recognition ... Yan, Brian; Dalmia, Siddharth; Mortensen, David R.. - : arXiv, 2021 BASE Show details 3 AlloVera: A Multilingual Allophone Database ... Mortensen, David R.; Li, Xinjian; Littell, Patrick. - : arXiv, 2020 BASE Show details 4 Towards Zero-shot Learning for Automatic Phonemic Transcription ... Li, Xinjian; Dalmia, Siddharth; Mortensen, David R.. - : arXiv, 2020 BASE Show details 5 How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language ... Duarte, Amanda; Palaskar, Shruti; Ventura, Lucas. - : arXiv, 2020 BASE Show details 6 Universal Phone Recognition with a Multilingual Allophone System ... Li, Xinjian; Dalmia, Siddharth; Li, Juncheng. - : arXiv, 2020 BASE Show details 7 Phoneme Level Language Models for Sequence Based Low Resource ASR ... Dalmia, Siddharth; Li, Xinjian; Black, Alan W. - : arXiv, 2019 BASE Show details 8 Multilingual Speech Recognition with Corpus Relatedness Sampling ... Li, Xinjian; Dalmia, Siddharth; Black, Alan W.. - : arXiv, 2019 BASE Show details 9 On Leveraging the Visual Modality for Neural Machine Translation ... Raunak, Vikas; Choe, Sang Keun; Lu, Quanyang. - : arXiv, 2019 BASE Show details 10 Acoustic-to-Word Models with Conversational Context Information ... Kim, Suyoun; Metze, Florian. - : arXiv, 2019 BASE Show details 11 Learned In Speech Recognition: Contextual Acoustic Word Embeddings ... Palaskar, Shruti; Raunak, Vikas; Metze, Florian. - : arXiv, 2019 BASE Show details 12 On Dimensional Linguistic Properties of the Word Embedding Space ... Raunak, Vikas; Kumar, Vaibhav; Gupta, Vivek; Metze, Florian. - : arXiv, 2019 Abstract: Word embeddings have become a staple of several natural language processing tasks, yet much remains to be understood about their properties. In this work, we analyze word embeddings in terms of their principal components and arrive at a number of novel and counterintuitive observations. In particular, we characterize the utility of variance explained by the principal components as a proxy for downstream performance. Furthermore, through syntactic probing of the principal embedding space, we show that the syntactic information captured by a principal component does not correlate with the amount of variance it explains. Consequently, we investigate the limitations of variance based embedding post-processing and demonstrate that such post-processing is counter-productive in sentence classification and machine translation tasks. Finally, we offer a few precautionary guidelines on applying variance based embedding post-processing and explain why non-isotropic geometry might be integral to word embedding ... : Published at ACL RepL4NLP 2020 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/1910.02211 https://dx.doi.org/10.48550/arxiv.1910.02211 BASE Hide details 13 Late fusion of individual engines for improved recognition of negative emotion in speech - learning vs. democratic vote ... Schuller, Bjorn; Metze, Florian; Steidl, Stefan. - : Figshare, 2018 BASE Show details 14 Sequence-based Multi-lingual Low Resource Speech Recognition ... Dalmia, Siddharth; Sanabria, Ramon; Metze, Florian. - : arXiv, 2018 BASE Show details 15 Improving Low-Resource CD-DNN-HMM Using Dropout and Multilingual DNN Training ... Yajie Miao; Metze, Florian. - : Figshare, 2018 BASE Show details 16 Distributed Learning of Multilingual DNN Feature Extractors using GPUs ... Yajie Miao; Zhang, Hao; Metze, Florian. - : Figshare, 2018 BASE Show details 17 Improving Low-Resource CD-DNN-HMM Using Dropout and Multilingual DNN Training ... Yajie Miao; Metze, Florian. - : Figshare, 2018 BASE Show details 18 Distributed Learning of Multilingual DNN Feature Extractors using GPUs ... Yajie Miao; Zhang, Hao; Metze, Florian. - : Figshare, 2018 BASE Show details 19 Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop ... Scharenborg, Odette; Besacier, Laurent; Black, Alan. - : arXiv, 2018 BASE Show details 20 A keyword search system using open source software ... Trmal, Jan; Guoguo Chen; Povey, Dan. - : Figshare, 2018 BASE Show details Page: 1 2 3 4

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