Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding

15 April 2021

Papers citing "Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding"

25 / 25 papers shown

Title
SpeechVerse: A Large-scale Generalizable Audio Language Model Nilaksh Das Saket Dingliwal S. Ronanki Rohit Paturi David Huang ... Monica Sunkara S. Srinivasan Kyu J. Han Katrin Kirchhoff Katrin Kirchhoff 59 40 0 14 May 2024
End-to-End Spoken Language Understanding for Generalized Voice Assistants Michael Stephen Saxon Samridhi Choudhary Joseph P. McKenna Athanasios Mouchtaris VLM 35 26 0 16 Jun 2021
Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding Milind Rao Pranav Dheram Gautam Tiwari A. Raju J. Droppo Ariya Rastrow A. Stolcke 32 17 0 12 Feb 2021
Speech-language Pre-training for End-to-end Spoken Language Understanding Yao Qian Ximo Bian Yu Shi Naoyuki Kanda Leo Shen Zhen Xiao Michael Zeng AuLLM 42 46 0 11 Feb 2021
SLURP: A Spoken Language Understanding Resource Package E. Bastianelli Andrea Vanzo P. Swietojanski Verena Rieser VLM 78 226 0 26 Nov 2020
Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding B. Agrawal Markus Müller Martin H. Radfar Samridhi Choudhary Athanasios Mouchtaris Siegfried Kunzmann 28 40 0 18 Nov 2020
Towards Semi-Supervised Semantics Understanding from Speech Cheng-I Jeff Lai Jin Cao S. Bodapati Shang-Wen Li SSL 72 7 0 11 Nov 2020
Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining Cheng-I Jeff Lai Yung-Sung Chuang Hung-yi Lee Shang-Wen Li James R. Glass VLM SSL 49 59 0 26 Oct 2020
ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding Minjeong Kim Gyuwan Kim Sang-Woo Lee Jung-Woo Ha VLM 56 35 0 23 Oct 2020
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 31 63 0 08 Oct 2020
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces Milind Rao A. Raju Pranav Dheram Bach Bui Ariya Rastrow 36 43 0 14 Aug 2020
Semantic Complexity in End-to-End Spoken Language Understanding Joseph P. McKenna Samridhi Choudhary Michael Stephen Saxon Grant P. Strimel Athanasios Mouchtaris 39 14 0 06 Aug 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 192 5,734 0 20 Jun 2020
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation Won Ik Cho Donghyun Kwak J. Yoon N. Kim 50 26 0 17 May 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 426 24,160 0 26 Jul 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 63 349 0 07 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 82 3,141 0 01 Apr 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 59 551 0 28 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.1K 93,936 0 11 Oct 2018
NSML: Meet the MLaaS platform with a real-world case study Hanjoo Kim Minkyu Kim Dongjoo Seo Jinwoong Kim Heungseok Park ... KyungHyun Kim Youngil Yang Youngkwan Kim Nako Sung Jung-Woo Ha 42 131 0 08 Oct 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 105 818 0 25 May 2018
Towards end-to-end spoken language understanding Dmitriy Serdyuk Yongqiang Wang Christian Fuegen Anuj Kumar Baiyang Liu Yoshua Bengio 52 232 0 23 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 501 129,831 0 12 Jun 2017
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 136 2,261 0 05 Aug 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 255 19,523 0 09 Mar 2015