From Audio to Semantics: Approaches to end-to-end spoken language understanding

24 September 2018

Papers citing "From Audio to Semantics: Approaches to end-to-end spoken language understanding"

42 / 42 papers shown

Title
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding Suyoun Kim Akshat Shrivastava Duc Le Ju Lin Ozlem Kalinli M. Seltzer AuLLM 33 2 0 22 Jul 2023
Multimodal Audio-textual Architecture for Robust Spoken Language Understanding Anderson R. Avila Mehdi Rezagholizadeh Chao Xing 18 1 0 12 Jun 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation Mutian He Philip N. Garner 44 4 0 16 May 2023
Factual Consistency Oriented Speech Recognition Naoyuki Kanda Takuya Yoshioka Yang Liu 43 0 0 24 Feb 2023
E2E Spoken Entity Extraction for Virtual Agents Karan Singla Yeon-Jun Kim S. Bangalore 29 1 0 16 Feb 2023
Multitask Learning for Low Resource Spoken Language Understanding Quentin Meeus Marie-Francine Moens Hugo Van hamme 24 4 0 24 Nov 2022
A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding Yifan Peng Siddhant Arora Yosuke Higuchi Yushi Ueda Sujay S. Kumar Karthik Ganesan Siddharth Dalmia Xuankai Chang Shinji Watanabe 27 20 0 10 Nov 2022
End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator Guangzhi Sun C. Zhang P. Woodland 30 8 0 29 Oct 2022
STOP: A dataset for Spoken Task Oriented Semantic Parsing Paden Tomasello Akshat Shrivastava Daniel Lazar Po-Chun Hsu Duc Le ... Robin Algayres Tu Nguyen Emmanuel Dupoux Luke Zettlemoyer Abdel-rahman Mohamed 25 35 0 29 Jun 2022
Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection Peilin Zhou Dading Chong Helin Wang Qingcheng Zeng 24 5 0 23 May 2022
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation Keqi Deng Shinji Watanabe Jiatong Shi Siddhant Arora 33 15 0 19 Apr 2022
Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-trained DNN-HMM-Based Acoustic-Phonetic Model N. J. Wang Lu Wang Yandan Sun Haimei Kang Dejun Zhang AuLLM 16 3 0 07 Apr 2022
End-to-end model for named entity recognition from speech without paired training data Salima Mdhaffar J. Duret Titouan Parcollet Yannick Esteve 14 13 0 02 Apr 2022
Exploring Teacher-Student Learning Approach for Multi-lingual Speech-to-Intent Classification Bidisha Sharma Maulik C. Madhavi Xuehao Zhou Haizhou Li 23 2 0 28 Sep 2021
Using Pause Information for More Accurate Entity Recognition Sahas Dendukuri Pooja Chitkara Joel Ruben Antony Moniz Xiao Yang M. Tsagkias S. Pulman 21 5 0 27 Sep 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering Chenyu You Nuo Chen Yuexian Zou SSL 27 63 0 08 Sep 2021
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
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
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
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia Brian Yan Vikas Raunak Florian Metze Shinji Watanabe 47 30 0 02 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
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
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
SLURP: A Spoken Language Understanding Resource Package E. Bastianelli Andrea Vanzo P. Swietojanski Verena Rieser VLM 35 225 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
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
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
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces Milind Rao A. Raju Pranav Dheram Bach Bui Ariya Rastrow 18 43 0 14 Aug 2020
End-to-End Neural Transformer Based Spoken Language Understanding Martin H. Radfar Athanasios Mouchtaris Siegfried Kunzmann 44 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
Consistent Transcription and Translation of Speech Matthias Sperber Hendra Setiawan Christian Gollan Udhyakumar Nallasamy Matthias Paulik 26 18 0 24 Jul 2020
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation Won Ik Cho Donghyun Kwak J. Yoon N. Kim 31 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
Joint Contextual Modeling for ASR Correction and Language Understanding Yue Weng Sai Sumanth Miryala Chandra Khatri Runze Wang H. Zheng ... Mahdi Namazifar Alexandros Papangelis Hugh Williams Franziska Bell Gokhan Tur 36 50 0 28 Jan 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 27 39 0 25 Oct 2019
Recent Advances in End-to-End Spoken Language Understanding N. Tomashenko Antoine Caubrière Yannick Esteve Antoine Laurent Emmanuel Morin 32 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
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,748 0 26 Sep 2016