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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 – 14 of 14 1 Error Correction in ASR using Sequence-to-Sequence Models ... Dutta, Samrat; Jain, Shreyansh; Maheshwari, Ayush; Ramakrishnan, Ganesh; Jyothi, Preethi. - : arXiv, 2022 Abstract: Post-editing in Automatic Speech Recognition (ASR) entails automatically correcting common and systematic errors produced by the ASR system. The outputs of an ASR system are largely prone to phonetic and spelling errors. In this paper, we propose to use a powerful pre-trained sequence-to-sequence model, BART, further adaptively trained to serve as a denoising model, to correct errors of such types. The adaptive training is performed on an augmented dataset obtained by synthetically inducing errors as well as by incorporating actual errors from an existing ASR system. We also propose a simple approach to rescore the outputs using word level alignments. Experimental results on accented speech data demonstrate that our strategy effectively rectifies a significant number of ASR errors and produces improved WER results when compared against a competitive baseline. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.2202.01157 https://arxiv.org/abs/2202.01157 BASE Hide details 2 Accurate Online Posterior Alignments for Principled Lexically-Constrained Decoding ... Chatterjee, Soumya; Sarawagi, Sunita; Jyothi, Preethi. - : arXiv, 2022 BASE Show details 3 From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text ... Tarunesh, Ishan; Kumar, Syamantak; Jyothi, Preethi. - : arXiv, 2021 BASE Show details 4 Rudder: A Cross Lingual Video and Text Retrieval Dataset ... A, Jayaprakash; Abhishek; Dabral, Rishabh. - : arXiv, 2021 BASE Show details 5 Meta-Learning for Effective Multi-task and Multilingual Modelling ... Tarunesh, Ishan; Khyalia, Sushil; Kumar, Vishwajeet. - : arXiv, 2021 BASE Show details 6 The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding ... Prasad, Archiki; Rehan, Mohammad Ali; Pathak, Shreya. - : arXiv, 2021 BASE Show details 7 Multilingual and code-switching ASR challenges for low resource Indian languages ... Diwan, Anuj; Vaideeswaran, Rakesh; Shah, Sanket. - : arXiv, 2021 BASE Show details 8 From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text ... 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; Jyothi, Preethi; Kumar, Syamantak. - : Underline Science Inc., 2021 BASE Show details 9 The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jyothi, Preethi; Pathak, Shreya. - : Underline Science Inc., 2021 BASE Show details 10 Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights ... Adiga, Devaraja; Kumar, Rishabh; Krishna, Amrith. - : arXiv, 2021 BASE Show details 11 Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights ... 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; Adiga, Devaraja; Goyal, Pawan. - : Underline Science Inc., 2021 BASE Show details 12 Improving Low Resource Code-switched ASR using Augmented Code-switched TTS ... Sharma, Yash; Abraham, Basil; Taneja, Karan. - : arXiv, 2020 BASE Show details 13 Reduce and Reconstruct: ASR for Low-Resource Phonetic Languages ... Diwan, Anuj; Jyothi, Preethi. - : arXiv, 2020 BASE Show details 14 Dual Language Models for Code Switched Speech Recognition ... Garg, Saurabh; Parekh, Tanmay; Jyothi, Preethi. - : arXiv, 2017 BASE Show details

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