Towards end-to-end spoken language understanding

23 February 2018

Anuj Kumar

Papers citing "Towards end-to-end spoken language understanding"

49 / 49 papers shown

Title
4D Gaussian Splatting with Scale-aware Residual Field and Adaptive Optimization for Real-time Rendering of Temporally Complex Dynamic Scenes Jinbo Yan Rui Peng Luyang Tang Ronggang Wang 3DGS 83 5 0 09 Dec 2024
Advancing Audio Emotion and Intent Recognition with Large Pre-Trained Models and Bayesian Inference Dejan Porjazovski Yaroslav Getman Tamás Grósz M. Kurimo 30 3 0 16 Oct 2023
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
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target Guanyong Wu Guan-Ting Lin Shang-Wen Li Hung-yi Lee 29 5 0 29 May 2023
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training Jianfeng He Julian Salazar Kaisheng Yao Haoqi Li Jason (Jinglun) Cai VLM 17 7 0 22 May 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
OLISIA: a Cascade System for Spoken Dialogue State Tracking Léo Jacqmin Lucas Druart Yannick Esteve Benoit Favre L. Rojas-Barahona Valentin Vielzeuf 35 3 0 20 Apr 2023
E2E Spoken Entity Extraction for Virtual Agents Karan Singla Yeon-Jun Kim S. Bangalore 29 1 0 16 Feb 2023
A Data-Efficient Visual-Audio Representation with Intuitive Fine-tuning for Voice-Controlled Robots Peixin Chang Shuijing Liu Tianchen Ji Neeloy Chakraborty Kaiwen Hong Katherine Driggs-Campbell 51 3 0 23 Jan 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 24 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
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 32 2 0 23 Oct 2022
Towards Relation Extraction From Speech Tongtong Wu Guitao Wang Jinming Zhao Zhaoran Liu Guilin Qi Yuan-Fang Li Gholamreza Haffari 37 11 0 17 Oct 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting Thierry Desot François Portet Michel Vacher 27 12 0 17 Jul 2022
Toward Low-Cost End-to-End Spoken Language Understanding Marco Dinarelli M. Naguib Franccois Portet 25 5 0 01 Jul 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
On Building Spoken Language Understanding Systems for Low Resourced Languages Akshat Gupta 25 8 0 25 May 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
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 40 100 0 24 Mar 2022
Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis Zexun Wang Yuquan Le Yi Zhu Yuming Zhao M.-W. Feng Meng Chen Xiaodong He 25 5 0 22 Mar 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
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering Chenyu You Nuo Chen Yuexian Zou SSL 27 62 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
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model Zhiqi Huang Fenglin Liu Xian Wu Shen Ge Helin Wang Wei Fan Yuexian Zou AuLLM 29 2 0 04 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
Self-supervised Dialogue Learning for Spoken Conversational Question Answering Nuo Chen Chenyu You Yuexian Zou SSL 28 33 0 04 Jun 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
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 35 223 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 24 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
Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding Seongbin Kim Gyuwan Kim Seongjin Shin Sangmin Lee VLM 15 19 0 25 Oct 2020
Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering Chenyu You Nuo Chen Yuexian Zou 13 36 0 21 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 13 43 0 14 Aug 2020
End-to-End Neural Transformer Based Spoken Language Understanding Martin H. Radfar Athanasios Mouchtaris Siegfried Kunzmann 41 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
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 24 39 0 25 Oct 2019
Recent Advances in End-to-End Spoken Language Understanding N. Tomashenko Antoine Caubrière Yannick Esteve Antoine Laurent Emmanuel Morin 30 29 0 29 Sep 2019