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1809.09190
Cited By
From Audio to Semantics: Approaches to end-to-end spoken language understanding
Spoken Language Technology Workshop (SLT), 2018
24 September 2018
Parisa Haghani
A. Narayanan
M. Bacchiani
Galen Chuang
Neeraj Gaur
Pedro J. Moreno
Rohit Prabhavalkar
Zhongdi Qu
Austin Waters
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Papers citing
"From Audio to Semantics: Approaches to end-to-end spoken language understanding"
50 / 94 papers shown
StereoDETR: Stereo-based Transformer for 3D Object Detection
Shiyi Mu
Zichong Gu
Zhiqi Ai
Anqi Liu
Yilin Gao
Shugong Xu
ViT
3DPC
222
0
0
24 Nov 2025
On The Landscape of Spoken Language Models: A Comprehensive Survey
Siddhant Arora
Kai-Wei Chang
Chung-Ming Chien
Yifan Peng
Haibin Wu
Yossi Adi
Emmanuel Dupoux
Hung-yi Lee
Karen Livescu
Shinji Watanabe
474
106
0
11 Apr 2025
A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding
G. Laperriere
Sahar Ghannay
Bassam Jabaian
Yannick Esteve
342
1
0
17 Jun 2024
Privacy-Preserving End-to-End Spoken Language Understanding
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Ying-Gui Wang
Wei Huang
Le Yang
PILM
328
4
0
22 Mar 2024
Hypergraph Node Representation Learning with One-Stage Message Passing
Neural Networks (Neural Netw.), 2023
Shilin Qu
Weiqing Wang
Yuanxin Li
Xin Zhou
Fajie Yuan
259
3
0
01 Dec 2023
Speech Understanding on Tiny Devices with A Learning Cache
ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services (MobiSys), 2023
A. Benazir
Zhiming Xu
Felix Xiaozhu Lin
558
8
0
30 Nov 2023
GRASS: Unified Generation Model for Speech-to-Semantic Tasks
Aobo Xia
Shuyu Lei
Yushu Yang
Xiang Guo
Hua Chai
208
0
0
06 Sep 2023
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding
Interspeech (Interspeech), 2023
Suyoun Kim
Akshat Shrivastava
Duc Le
Ju Lin
Ozlem Kalinli
M. Seltzer
AuLLM
270
3
0
22 Jul 2023
Semantic enrichment towards efficient speech representations
Interspeech (Interspeech), 2023
G. Laperriere
H. Nguyen
Sahar Ghannay
Bassam Jabaian
Yannick Esteve
374
2
0
03 Jul 2023
Multimodal Audio-textual Architecture for Robust Spoken Language Understanding
Anderson R. Avila
Mehdi Rezagholizadeh
Chao Xing
198
1
0
12 Jun 2023
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Linhao Dong
Zhecheng An
Peihao Wu
Jun Zhang
Lu Lu
Zejun Ma
153
7
0
27 May 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding
Interspeech (Interspeech), 2023
Mutian He
Philip N. Garner
ELM
AI4MH
LRM
296
38
0
22 May 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mutian He
Philip N. Garner
416
5
0
16 May 2023
End-to-end spoken language understanding using joint CTC loss and self-supervised, pretrained acoustic encoders
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Jixuan Wang
Martin H. Radfar
Kailin Wei
Clement Chung
248
3
0
04 May 2023
Non-autoregressive End-to-end Approaches for Joint Automatic Speech Recognition and Spoken Language Understanding
Spoken Language Technology Workshop (SLT), 2023
Mohan Li
R. Doddipatla
258
8
0
21 Apr 2023
Improving the Intent Classification accuracy in Noisy Environment
Mohamed Nabih Ali
Alessio Brutti
Daniele Falavigna
190
1
0
12 Mar 2023
Factual Consistency Oriented Speech Recognition
Interspeech (Interspeech), 2023
Naoyuki Kanda
Takuya Yoshioka
Yang Liu
249
1
0
24 Feb 2023
E2E Spoken Entity Extraction for Virtual Agents
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Karan Singla
Yeon-Jun Kim
S. Bangalore
563
1
0
16 Feb 2023
Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Esaú Villatoro-Tello
S. Madikeri
Juan Pablo Zuluaga
Bidisha Sharma
Seyyed Saeed Sarfjoo
Iuliia Nigmatulina
P. Motlícek
A. Ivanov
A. Ganapathiraju
234
3
0
16 Dec 2022
Multitask Learning for Low Resource Spoken Language Understanding
Interspeech (Interspeech), 2022
Quentin Meeus
Marie-Francine Moens
Hugo Van hamme
158
5
0
24 Nov 2022
A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding
Spoken Language Technology Workshop (SLT), 2022
Yifan Peng
Siddhant Arora
Yosuke Higuchi
Yushi Ueda
Sujay S. Kumar
Karthik Ganesan
Siddharth Dalmia
Xuankai Chang
Shinji Watanabe
198
23
0
10 Nov 2022
End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Guangzhi Sun
Chuxu Zhang
P. Woodland
252
8
0
29 Oct 2022
End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Abhinav Goyal
Ashutosh Kumar Singh
Nikesh Garera
141
4
0
26 Oct 2022
On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding
Spoken Language Technology Workshop (SLT), 2022
G. Laperriere
Valentin Pelloin
Mickael Rouvier
Themos Stafylakis
Yannick Esteve
315
10
0
11 Oct 2022
The Vocal Signature of Social Anxiety: Exploration using Hypothesis-Testing and Machine-Learning Approaches
Or Alon-Ronen
Yosi Shrem
Yossi Keshet
E. Gilboa-Schechtman
138
2
0
18 Jul 2022
STOP: A dataset for Spoken Task Oriented Semantic Parsing
Spoken Language Technology Workshop (SLT), 2022
Paden Tomasello
Akshat Shrivastava
Daniel Lazar
Po-Chun Hsu
Duc Le
...
Robin Algayres
Tu Nguyen
Emmanuel Dupoux
Luke Zettlemoyer
Abdel-rahman Mohamed
250
41
0
29 Jun 2022
Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent Detection
Interspeech (Interspeech), 2022
Peilin Zhou
Dading Chong
Helin Wang
Qingcheng Zeng
167
5
0
23 May 2022
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model
Chenyu You
Polydoros Giannouris
Fenglin Liu
Shen Ge
Xian Wu
Yuexian Zou
AuLLM
265
58
0
29 Apr 2022
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation
Interspeech (Interspeech), 2022
Keqi Deng
Shinji Watanabe
Jiatong Shi
Siddhant Arora
219
15
0
19 Apr 2022
Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-trained DNN-HMM-Based Acoustic-Phonetic Model
Interspeech (Interspeech), 2021
N. J. Wang
Lu Wang
Yandan Sun
Haimei Kang
Dejun Zhang
AuLLM
284
3
0
07 Apr 2022
Deliberation Model for On-Device Spoken Language Understanding
Interspeech (Interspeech), 2022
Duc Le
Akshat Shrivastava
Paden Tomasello
Suyoun Kim
Aleksandr Livshits
Ozlem Kalinli
M. Seltzer
AuLLM
342
13
0
04 Apr 2022
End-to-end model for named entity recognition from speech without paired training data
Interspeech (Interspeech), 2022
Salima Mdhaffar
J. Duret
Titouan Parcollet
Yannick Esteve
221
16
0
02 Apr 2022
Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Xuandi Fu
Feng-Ju Chang
Martin H. Radfar
Kailin Wei
Jing Liu
Grant P. Strimel
Kanthashree Mysore Sathyendra
163
4
0
01 Apr 2022
Towards Reducing the Need for Speech Training Data To Build Spoken Language Understanding Systems
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Samuel Thomas
H. Kuo
Brian Kingsbury
G. Saon
310
26
0
26 Feb 2022
Improving End-to-End Models for Set Prediction in Spoken Language Understanding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
H. Kuo
Zoltán Tüske
Samuel Thomas
Brian Kingsbury
G. Saon
153
0
0
28 Jan 2022
Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems
Manaal Faruqui
Dilek Z. Hakkani-Tür
218
24
0
10 Dec 2021
FANS: Fusing ASR and NLU for on-device SLU
Interspeech (Interspeech), 2021
Martin H. Radfar
Athanasios Mouchtaris
Siegfried Kunzmann
Ariya Rastrow
240
15
0
31 Oct 2021
Clustering of Bank Customers using LSTM-based encoder-decoder and Dynamic Time Warping
Ehsan Barkhordar
M. H. Shirali-Shahreza
H. Sadeghi
AI4TS
131
5
0
22 Oct 2021
Exploring Teacher-Student Learning Approach for Multi-lingual Speech-to-Intent Classification
Bidisha Sharma
Maulik C. Madhavi
Xuehao Zhou
Haizhou Li
203
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
161
5
0
27 Sep 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Chenyu You
Polydoros Giannouris
Yuexian Zou
SSL
276
66
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
187
11
0
18 Aug 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification
Interspeech (Interspeech), 2021
Yiding Jiang
Bidisha Sharma
Maulik C. Madhavi
Haizhou Li
258
30
0
05 Aug 2021
On joint training with interfaces for spoken language understanding
Interspeech (Interspeech), 2021
A. Raju
Milind Rao
Gautam Tiwari
Pranav Dheram
Bryan Anderson
Zhe Zhang
Chul Lee
Bach Bui
Ariya Rastrow
VLM
282
11
0
30 Jun 2021
Representation based meta-learning for few-shot spoken intent recognition
Interspeech (Interspeech), 2020
Ashish R. Mittal
Samarth Bharadwaj
Shreya Khare
Saneem A. Chemmengath
Karthik Sankaranarayanan
Brian Kingsbury
192
12
0
29 Jun 2021
End-to-End Spoken Language Understanding for Generalized Voice Assistants
Michael Stephen Saxon
Samridhi Choudhary
Joseph P. McKenna
Athanasios Mouchtaris
VLM
243
27
0
16 Jun 2021
Leveraging Pre-trained Language Model for Speech Sentiment Analysis
Interspeech (Interspeech), 2021
Suwon Shon
Pablo Brusco
Jing Pan
Kyu Jeong Han
Shinji Watanabe
216
20
0
11 Jun 2021
Sequential End-to-End Intent and Slot Label Classification and Localization
Interspeech (Interspeech), 2021
Yiran Cao
Nihal Potdar
Anderson R. Avila
VLM
145
10
0
08 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
446
955
0
08 Jun 2021
A Streaming End-to-End Framework For Spoken Language Understanding
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Nihal Potdar
Anderson R. Avila
Chao Xing
Dong Wang
Yiran Cao
Xiao Chen
407
11
0
20 May 2021
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