Towards Reducing the Need for Speech Training Data To Build Spoken
Language Understanding Systems

Towards Reducing the Need for Speech Training Data To Build Spoken Language Understanding Systems

26 February 2022

Brian Kingsbury

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Papers citing "Towards Reducing the Need for Speech Training Data To Build Spoken Language Understanding Systems"

13 / 13 papers shown

Title
RNN Transducer Models For Spoken Language Understanding Samuel Thomas H. Kuo G. Saon Zoltán Tüske Brian Kingsbury Gakuto Kurata Zvi Kons R. Hoory 41 14 0 08 Apr 2021
Advancing RNN Transducer Technology for Speech Recognition G. Saon Zoltan Tueske Daniel Bolaños Brian Kingsbury 87 88 0 17 Mar 2021
Leveraging Unpaired Text Data for Training End-to-End Speech-to-Intent Systems Yinghui Huang H. Kuo Samuel Thomas Zvi Kons Kartik Audhkhasi Brian Kingsbury R. Hoory M. Picheny VLM 41 63 0 08 Oct 2020
End-to-End Spoken Language Understanding Without Full Transcripts H. Kuo Zoltán Tüske Samuel Thomas Yinghui Huang Kartik Audhkhasi Brian Kingsbury Gakuto Kurata Zvi Kons R. Hoory Luis A. Lastras AuLLM 69 26 0 30 Sep 2020
Large-scale Transfer Learning for Low-resource Spoken Language Understanding X. Jia Jianzong Wang Zhiyong Zhang Ning Cheng Jing Xiao 64 17 0 13 Aug 2020
End-to-End Neural Transformer Based Spoken Language Understanding Martin H. Radfar Athanasios Mouchtaris Siegfried Kunzmann 98 61 0 12 Aug 2020
Improving RNN Transducer Modeling for End-to-End Speech Recognition Jinyu Li Rui Zhao Hu Hu Jiawei Liu 60 170 0 26 Sep 2019
Joint Speech Recognition and Speaker Diarization via Sequence Transduction Laurent El Shafey H. Soltau Izhak Shafran 72 104 0 09 Jul 2019
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 70 355 0 07 Apr 2019
From Audio to Semantics: Approaches to end-to-end spoken language understanding Parisa Haghani A. Narayanan M. Bacchiani Galen Chuang Neeraj Gaur Pedro J. Moreno Rohit Prabhavalkar Zhongdi Qu Austin Waters 58 150 0 24 Sep 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
Sequence Transduction with Recurrent Neural Networks Alex Graves 195 1,872 0 14 Nov 2012