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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 Hits 1 – 20 of 52 1 Joint Modeling of Code-Switched and Monolingual ASR via Conditional Factorization ... Yan, Brian; Zhang, Chunlei; Yu, Meng. - : arXiv, 2021 BASE Show details 2 Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation ... Inaguma, Hirofumi; Kawahara, Tatsuya; Watanabe, Shinji. - : arXiv, 2021 Abstract: A conventional approach to improving the performance of end-to-end speech translation (E2E-ST) models is to leverage the source transcription via pre-training and joint training with automatic speech recognition (ASR) and neural machine translation (NMT) tasks. However, since the input modalities are different, it is difficult to leverage source language text successfully. In this work, we focus on sequence-level knowledge distillation (SeqKD) from external text-based NMT models. To leverage the full potential of the source language information, we propose backward SeqKD, SeqKD from a target-to-source backward NMT model. To this end, we train a bilingual E2E-ST model to predict paraphrased transcriptions as an auxiliary task with a single decoder. The paraphrases are generated from the translations in bitext via back-translation. We further propose bidirectional SeqKD in which SeqKD from both forward and backward NMT models is combined. Experimental evaluations on both autoregressive and non-autoregressive ... : Accepted at NAACL-HLT 2021 (short paper) ... Keyword: Audio and Speech Processing eess.AS; Computation and Language cs.CL; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Sound cs.SD URL: https://arxiv.org/abs/2104.06457 https://dx.doi.org/10.48550/arxiv.2104.06457 BASE Hide details 3 Self-Guided Curriculum Learning for Neural Machine Translation ... Zhou, Lei; Ding, Liang; Duh, Kevin. - : arXiv, 2021 BASE Show details 4 Arabic Speech Recognition by End-to-End, Modular Systems and Human ... Hussein, Amir; Watanabe, Shinji; Ali, Ahmed. - : arXiv, 2021 BASE Show details 5 Leveraging End-to-End ASR for Endangered Language Documentation: An Empirical Study on Yoloxóchitl Mixtec ... Shi, Jiatong; Amith, Jonathan D.; García, Rey Castillo. - : arXiv, 2021 BASE Show details 6 On Prosody Modeling for ASR+TTS based Voice Conversion ... Huang, Wen-Chin; Hayashi, Tomoki; Li, Xinjian. - : arXiv, 2021 BASE Show details 7 Leveraging Pre-trained Language Model for Speech Sentiment Analysis ... Shon, Suwon; Brusco, Pablo; Pan, Jing. - : arXiv, 2021 BASE Show details 8 End-to-end ASR to jointly predict transcriptions and linguistic annotations ... NAACL 2021 2021; Fujita, Yuya; Omachi, Motoi. - : Underline Science Inc., 2021 BASE Show details 9 Differentiable Allophone Graphs for Language-Universal Speech Recognition ... Yan, Brian; Dalmia, Siddharth; Mortensen, David R.. - : arXiv, 2021 BASE Show details 10 Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021 ... Maekaku, Takashi; Chang, Xuankai; Fujita, Yuya. - : arXiv, 2021 BASE Show details 11 CHiME-6 Challenge: Tackling multispeaker speech recognition for unsegmented recordings Watanabe, Shinji; Mandel, Michael; Barker, Jon... In: CHiME 2020 - 6th International Workshop on Speech Processing in Everyday Environments ; https://hal.inria.fr/hal-02546993 ; CHiME 2020 - 6th International Workshop on Speech Processing in Everyday Environments, May 2020, Barcelona / Virtual, Spain (2020) BASE Show details 12 Learning Speaker Embedding from Text-to-Speech ... Cho, Jaejin; Zelasko, Piotr; Villalba, Jesus. - : arXiv, 2020 BASE Show details 13 Massively Multilingual Adversarial Speech Recognition ... Adams, Oliver; Wiesner, Matthew; Watanabe, Shinji. - : arXiv, 2019 BASE Show details 14 A Comparative Study on Transformer vs RNN in Speech Applications ... Karita, Shigeki; Chen, Nanxin; Hayashi, Tomoki. - : arXiv, 2019 BASE Show details 15 Multilingual End-to-End Speech Translation ... Inaguma, Hirofumi; Duh, Kevin; Kawahara, Tatsuya. - : arXiv, 2019 BASE Show details 16 Towards Online End-to-end Transformer Automatic Speech Recognition ... Tsunoo, Emiru; Kashiwagi, Yosuke; Kumakura, Toshiyuki. - : arXiv, 2019 BASE Show details 17 Transformer ASR with Contextual Block Processing ... Tsunoo, Emiru; Kashiwagi, Yosuke; Kumakura, Toshiyuki. - : arXiv, 2019 BASE Show details 18 The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines Barker, Jon; Watanabe, Shinji; Vincent, Emmanuel... In: Interspeech 2018 - 19th Annual Conference of the International Speech Communication Association ; https://hal.inria.fr/hal-01744021 ; Interspeech 2018 - 19th Annual Conference of the International Speech Communication Association, Sep 2018, Hyderabad, India (2018) BASE Show details 19 Analysis of Multilingual Sequence-to-Sequence speech recognition systems ... Karafiát, Martin; Baskar, Murali Karthick; Watanabe, Shinji. - : arXiv, 2018 BASE Show details 20 Language model integration based on memory control for sequence to sequence speech recognition ... Cho, Jaejin; Watanabe, Shinji; Hori, Takaaki. - : arXiv, 2018 BASE Show details Page: 1 2 3

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