End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting

17 July 2022

Papers citing "End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting"

23 / 23 papers shown

Title
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces Milind Rao A. Raju Pranav Dheram Bach Bui Ariya Rastrow 56 43 0 14 Aug 2020
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning Pavel Denisov Ngoc Thang Vu 63 30 0 03 Jul 2020
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding Chen Liu Su Zhu Zijian Zhao Ruisheng Cao Lu Chen Kai Yu 68 19 0 24 May 2020
Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability Antoine Caubrière N. Tomashenko Antoine Laurent Emmanuel Morin Nathalie Camelin Yannick Esteve 50 54 0 18 Jun 2019
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 77 355 0 07 Apr 2019
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation Jason Chun Lok Li R. Gadde Boris Ginsburg Vitaly Lavrukhin 54 55 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Multilingual sequence-to-sequence speech recognition: architecture, transfer learning, and language modeling Jaejin Cho M. Baskar Ruizhi Li Sanjeev Khudanpur Sri Harish Reddy Mallidi Nelson Yalta M. Karafiát Shinji Watanabe Takaaki Hori 67 122 0 04 Oct 2018
Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding Yutai Hou Yijia Liu Wanxiang Che Ting Liu 66 151 0 04 Jul 2018
End-to-end named entity extraction from speech Sahar Ghannay Antoine Caubrière Yannick Esteve Antoine Laurent Emmanuel Morin 72 24 0 30 May 2018
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 120 1,514 0 30 Mar 2018
Towards end-to-end spoken language understanding Dmitriy Serdyuk Yongqiang Wang Christian Fuegen Anuj Kumar Baiyang Liu Yoshua Bengio 60 233 0 23 Feb 2018
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures Lifu Huang Avirup Sil Heng Ji Radu Florian 55 27 0 04 Jul 2017
ASR error management for improving spoken language understanding E. Simonnet Sahar Ghannay Nathalie Camelin Yannick Esteve R. Mori 62 35 0 26 May 2017
Sequential Dialogue Context Modeling for Spoken Language Understanding Ankur Bapna Gokhan Tur Dilek Z. Hakkani-Tür Larry Heck 50 54 0 08 May 2017
Tacotron: Towards End-to-End Speech Synthesis Yuxuan Wang RJ Skerry-Ryan Daisy Stanton Yonghui Wu Ron J. Weiss ... Samy Bengio Quoc V. Le Yannis Agiomyrgiannakis R. Clark Rif A. Saurous 166 1,831 0 29 Mar 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 130 828 0 29 Mar 2017
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks Yanzhe Zhang Mohammad Pezeshki Philemon Brakel Saizheng Zhang Yoshua Bengio Aaron Courville 71 367 0 10 Jan 2017
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 96 677 0 06 Sep 2016
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 144 2,975 0 08 Dec 2015
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 190 2,128 0 17 Dec 2014
Parallel training of DNNs with Natural Gradient and Parameter Averaging Daniel Povey Xiaohui Zhang Sanjeev Khudanpur FedML 99 251 0 27 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014