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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 Hits 1 – 11 of 11 1 Simple and Effective Unsupervised Speech Synthesis ... Liu, Alexander H.; Lai, Cheng-I Jeff; Hsu, Wei-Ning. - : arXiv, 2022 BASE Show details 2 Text-Free Image-to-Speech Synthesis Using Learned Segmental Units ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Glass, James; Harwath, David. - : Underline Science Inc., 2021 BASE Show details 3 A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning Khurana, Sameer; Laurent, Antoine; Hsu, Wei-Ning... In: Interspeech 2020 ; https://hal.archives-ouvertes.fr/hal-02912029 ; Interspeech 2020, Oct 2020, Shanghai, China (2020) BASE Show details 4 A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning ... Khurana, Sameer; Laurent, Antoine; Hsu, Wei-Ning. - : arXiv, 2020 BASE Show details 5 Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech ... Harwath, David; Hsu, Wei-Ning; Glass, James. - : arXiv, 2019 BASE Show details 6 Transfer Learning from Audio-Visual Grounding to Speech Recognition ... Hsu, Wei-Ning; Harwath, David; Glass, James. - : arXiv, 2019 BASE Show details 7 Unsupervised Adaptation with Interpretable Disentangled Representations for Distant Conversational Speech Recognition ... Hsu, Wei-Ning; Tang, Hao; Glass, James. - : arXiv, 2018 BASE Show details 8 Unsupervised Representation Learning of Speech for Dialect Identification ... Shon, Suwon; Hsu, Wei-Ning; Glass, James. - : arXiv, 2018 BASE Show details 9 Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data ... Hsu, Wei-Ning; Zhang, Yu; Glass, James. - : arXiv, 2017 BASE Show details 10 Learning Latent Representations for Speech Generation and Transformation ... Hsu, Wei-Ning; Zhang, Yu; Glass, James. - : arXiv, 2017 BASE Show details 11 Recurrent Neural Network Encoder with Attention for Community Question Answering ... Hsu, Wei-Ning; Zhang, Yu; Glass, James. - : arXiv, 2016 Abstract: We apply a general recurrent neural network (RNN) encoder framework to community question answering (cQA) tasks. Our approach does not rely on any linguistic processing, and can be applied to different languages or domains. Further improvements are observed when we extend the RNN encoders with a neural attention mechanism that encourages reasoning over entire sequences. To deal with practical issues such as data sparsity and imbalanced labels, we apply various techniques such as transfer learning and multitask learning. Our experiments on the SemEval-2016 cQA task show 10% improvement on a MAP score compared to an information retrieval-based approach, and achieve comparable performance to a strong handcrafted feature-based method. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG; Neural and Evolutionary Computing cs.NE URL: https://dx.doi.org/10.48550/arxiv.1603.07044 https://arxiv.org/abs/1603.07044 BASE Hide details

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