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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 73 1 Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition ... Lian, Jiachen; Black, Alan W; Goldstein, Louis; Anumanchipalli, Gopala Krishna. - : arXiv, 2022 Abstract: Most of the research on data-driven speech representation learning has focused on raw audios in an end-to-end manner, paying little attention to their internal phonological or gestural structure. This work, investigating the speech representations derived from articulatory kinematics signals, uses a neural implementation of convolutive sparse matrix factorization to decompose the articulatory data into interpretable gestures and gestural scores. By applying sparse constraints, the gestural scores leverage the discrete combinatorial properties of phonological gestures. Phoneme recognition experiments were additionally performed to show that gestural scores indeed code phonological information successfully. The proposed work thus makes a bridge between articulatory phonology and deep neural networks to leverage informative, intelligible, interpretable,and efficient speech representations. ... : Submitted to 2022 Interspeech ... Keyword: Artificial Intelligence cs.AI; Audio and Speech Processing eess.AS; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Signal Processing eess.SP URL: https://arxiv.org/abs/2204.00465 https://dx.doi.org/10.48550/arxiv.2204.00465 BASE Hide details 2 Focused Attention Improves Document-Grounded Generation ... Prabhumoye, Shrimai; Hashimoto, Kazuma; Zhou, Yingbo. - : arXiv, 2021 BASE Show details 3 Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switching ... Chopra, Parul; Rallabandi, Sai Krishna; Black, Alan W. - : arXiv, 2021 BASE Show details 4 CodemixedNLP: An Extensible and Open NLP Toolkit for Code-Mixing ... Jayanthi, Sai Muralidhar; Nerella, Kavya; Chandu, Khyathi Raghavi. - : arXiv, 2021 BASE Show details 5 Unsupervised Self-Training for Sentiment Analysis of Code-Switched Data ... Gupta, Akshat; Menghani, Sargam; Rallabandi, Sai Krishna. - : arXiv, 2021 BASE Show details 6 Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems ... Gupta, Akshat; Deng, Olivia; Kushwaha, Akruti. - : arXiv, 2021 BASE Show details 7 Towards Language Modelling in the Speech Domain Using Sub-word Linguistic Units ... Katakkar, Anurag; Black, Alan W. - : arXiv, 2021 BASE Show details 8 AlloVera: A Multilingual Allophone Database ... Mortensen, David R.; Li, Xinjian; Littell, Patrick. - : arXiv, 2020 BASE Show details 9 Nonlinear ISA with Auxiliary Variables for Learning Speech Representations ... Setlur, Amrith; Poczos, Barnabas; Black, Alan W. - : arXiv, 2020 BASE Show details 10 Towards Minimal Supervision BERT-based Grammar Error Correction ... Li, Yiyuan; Anastasopoulos, Antonios; Black, Alan W. - : arXiv, 2020 BASE Show details 11 Towards Zero-shot Learning for Automatic Phonemic Transcription ... Li, Xinjian; Dalmia, Siddharth; Mortensen, David R.. - : arXiv, 2020 BASE Show details 12 Automatically Identifying Language Family from Acoustic Examples in Low Resource Scenarios ... Wu, Peter; Zhong, Yifan; Black, Alan W. - : arXiv, 2020 BASE Show details 13 Case Study: Deontological Ethics in NLP ... Prabhumoye, Shrimai; Boldt, Brendon; Salakhutdinov, Ruslan. - : arXiv, 2020 BASE Show details 14 Topological Sort for Sentence Ordering ... Prabhumoye, Shrimai; Salakhutdinov, Ruslan; Black, Alan W. - : arXiv, 2020 BASE Show details 15 A Corpus for Large-Scale Phonetic Typology ... Salesky, Elizabeth; Chodroff, Eleanor; Pimentel, Tiago. - : arXiv, 2020 BASE Show details 16 Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages ... Gupta, Akshat; Li, Xinjian; Rallabandi, Sai Krishna. - : arXiv, 2020 BASE Show details 17 A Corpus for Large-Scale Phonetic Typology ... Salesky, Elizabeth; Chodroff, Eleanor; Pimentel, Tiago. - : ETH Zurich, 2020 BASE Show details 18 Style Variation as a Vantage Point for Code-Switching ... Chandu, Khyathi Raghavi; Black, Alan W. - : arXiv, 2020 BASE Show details 19 Mere account mein kitna balance hai? -- On building voice enabled Banking Services for Multilingual Communities ... Gupta, Akshat; Rallabandi, Sai Krishna; Black, Alan W. - : arXiv, 2020 BASE Show details 20 Universal Phone Recognition with a Multilingual Allophone System ... Li, Xinjian; Dalmia, Siddharth; Li, Juncheng. - : arXiv, 2020 BASE Show details Page: 1 2 3 4

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