Speech Model Pre-training for End-to-End Spoken Language Understanding

7 April 2019

Mirco Ravanelli

Papers citing "Speech Model Pre-training for End-to-End Spoken Language Understanding"

34 / 84 papers shown

Title
Integrating Dialog History into End-to-End Spoken Language Understanding Systems Jatin Ganhotra Samuel Thomas H. Kuo Sachindra Joshi G. Saon Zoltán Tüske Brian Kingsbury 30 10 0 18 Aug 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification Yiding Jiang Bidisha Sharma Maulik C. Madhavi Haizhou Li 36 25 0 05 Aug 2021
Learning a Neural Diff for Speech Models J. Macoskey Grant P. Strimel Ariya Rastrow 18 2 0 03 Aug 2021
Did the Model Change? Efficiently Assessing Machine Learning API Shifts Lingjiao Chen Tracy Cai Matei A. Zaharia James Zou 20 17 0 29 Jul 2021
Layer-wise Analysis of a Self-supervised Speech Representation Model Ankita Pasad Ju-Chieh Chou Karen Livescu SSL 26 291 0 10 Jul 2021
Representation based meta-learning for few-shot spoken intent recognition Ashish R. Mittal Samarth Bharadwaj Shreya Khare Saneem A. Chemmengath Karthik Sankaranarayanan Brian Kingsbury 20 12 0 29 Jun 2021
Open, Sesame! Introducing Access Control to Voice Services Dominika Woszczyk Alvin Lee Soteris Demetriou AAML 24 0 0 27 Jun 2021
Leveraging Pre-trained Language Model for Speech Sentiment Analysis Suwon Shon Pablo Brusco Jing Pan Kyu Jeong Han Shinji Watanabe 17 16 0 11 Jun 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 24 752 0 08 Jun 2021
SUPERB: Speech processing Universal PERformance Benchmark Shu-Wen Yang Po-Han Chi Yung-Sung Chuang Cheng-I Jeff Lai Kushal Lakhotia ... Shuyan Dong Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee SSL 59 899 0 03 May 2021
Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning Qian Chen Wen Wang Qinglin Zhang 19 10 0 21 Apr 2021
Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding S. Seo Donghyun Kwak Bowon Lee 32 33 0 15 Apr 2021
Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs Sujeong Cha Wang Hou Hyun Jung M. Phung M. Picheny H. Kuo Samuel Thomas E. Morais VLM 24 15 0 07 Apr 2021
Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers Loren Lugosch Piyush Papreja Mirco Ravanelli A. Heba Titouan Parcollet 27 13 0 04 Apr 2021
An Approach to Improve Robustness of NLP Systems against ASR Errors Tong Cui Jinghui Xiao Liangyou Li Xin Jiang Qun Liu 27 11 0 25 Mar 2021
Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification Bidisha Sharma Maulik C. Madhavi Haizhou Li 24 19 0 15 Feb 2021
Learning Efficient Representations for Keyword Spotting with Triplet Loss R. Vygon N. Mikhaylovskiy DML SSL 62 64 0 12 Jan 2021
Applying Wav2vec2.0 to Speech Recognition in Various Low-resource Languages Cheng Yi Jianzhong Wang Ning Cheng Shiyu Zhou Bo Xu SSL VLM 29 80 0 22 Dec 2020
SLURP: A Spoken Language Understanding Resource Package E. Bastianelli Andrea Vanzo P. Swietojanski Verena Rieser VLM 38 225 0 26 Nov 2020
Towards Semi-Supervised Semantics Understanding from Speech Cheng-I Jeff Lai Jin Cao S. Bodapati Shang-Wen Li SSL 22 7 0 11 Nov 2020
A low latency ASR-free end to end spoken language understanding system Mohamed Mhiri Samuel Myer Vikrant Singh Tomar 30 8 0 10 Nov 2020
HarperValleyBank: A Domain-Specific Spoken Dialog Corpus Mike Wu J. Nafziger A. Scodary Andrew L. Maas 31 17 0 26 Oct 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 27 58 0 26 Oct 2020
Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding Seongbin Kim Gyuwan Kim Seongjin Shin Sangmin Lee VLM 18 19 0 25 Oct 2020
Viewmaker Networks: Learning Views for Unsupervised Representation Learning Alex Tamkin Mike Wu Noah D. Goodman SSL 32 64 0 14 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 19 63 0 08 Oct 2020
End-to-End Neural Transformer Based Spoken Language Understanding Martin H. Radfar Athanasios Mouchtaris Siegfried Kunzmann 47 61 0 12 Aug 2020
Semantic Complexity in End-to-End Spoken Language Understanding Joseph P. McKenna Samridhi Choudhary Michael Stephen Saxon Grant P. Strimel Athanasios Mouchtaris 21 14 0 06 Aug 2020
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation Won Ik Cho Donghyun Kwak J. Yoon N. Kim 34 26 0 17 May 2020
Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems N. Tomashenko C. Raymond Antoine Caubrière R. Mori Yannick Esteve 36 15 0 14 Feb 2020
A Data Efficient End-To-End Spoken Language Understanding Architecture Marco Dinarelli Nikita Kapoor Bassam Jabaian Laurent Besacier 3DV 17 20 0 14 Feb 2020
SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering Yung-Sung Chuang Chi-Liang Liu Hung-yi Lee Lin-shan Lee AuLLM 30 39 0 25 Oct 2019
Recent Advances in End-to-End Spoken Language Understanding N. Tomashenko Antoine Caubrière Yannick Esteve Antoine Laurent Emmanuel Morin 35 29 0 29 Sep 2019
Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency Won Ik Cho Hyeon Seung Lee J. Yoon Seokhwan Kim N. Kim 39 5 0 10 Nov 2018