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Exploring Transfer Learning For End-to-End Spoken Language Understanding

Exploring Transfer Learning For End-to-End Spoken Language Understanding

AAAI Conference on Artificial Intelligence (AAAI), 2020
15 December 2020
Subendhu Rongali
Bei Liu
Liwei Cai
Konstantine Arkoudas
Chengwei Su
Wael Hamza
ArXiv (abs)PDFHTML

Papers citing "Exploring Transfer Learning For End-to-End Spoken Language Understanding"

17 / 17 papers shown
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLUNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Yan Li
So-Eon Kim
Seong-Bae Park
S. Han
401
2
0
15 Aug 2024
Leveraging Multilingual Self-Supervised Pretrained Models for
  Sequence-to-Sequence End-to-End Spoken Language Understanding
Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language UnderstandingAutomatic Speech Recognition & Understanding (ASRU), 2023
Pavel Denisov
Ngoc Thang Vu
163
1
0
09 Oct 2023
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal
  Selective Self-Training
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-TrainingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Jianfeng He
Julian Salazar
Kaisheng Yao
Haoqi Li
Jason (Jinglun) Cai
VLM
265
7
0
22 May 2023
Jaco: An Offline Running Privacy-aware Voice Assistant
Jaco: An Offline Running Privacy-aware Voice AssistantIEEE/ACM International Conference on Human-Robot Interaction (HRI), 2022
Daniel Bermuth
Alexander Poeppel
Wolfgang Reif
SyDa
182
9
0
16 Sep 2022
Low-bit Shift Network for End-to-End Spoken Language Understanding
Low-bit Shift Network for End-to-End Spoken Language UnderstandingInterspeech (Interspeech), 2022
Anderson R. Avila
Khalil Bibi
Ruizhi Yang
Xinlin Li
Chao Xing
Xiao Chen
MQ
223
4
0
15 Jul 2022
Finstreder: Simple and fast Spoken Language Understanding with Finite
  State Transducers using modern Speech-to-Text models
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models
Daniel Bermuth
Alexander Poeppel
Wolfgang Reif
167
8
0
29 Jun 2022
Bottleneck Low-rank Transformers for Low-resource Spoken Language
  Understanding
Bottleneck Low-rank Transformers for Low-resource Spoken Language UnderstandingInterspeech (Interspeech), 2022
Pu Wang
Hugo Van hamme
VLM
190
8
0
28 Jun 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in
  End-to-End Speech-to-Intent Systems
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent SystemsInterspeech (Interspeech), 2022
Vishal Sunder
Eric Fosler-Lussier
Samuel Thomas
H. Kuo
Brian Kingsbury
244
8
0
11 Apr 2022
Towards End-to-End Integration of Dialog History for Improved Spoken
  Language Understanding
Towards End-to-End Integration of Dialog History for Improved Spoken Language UnderstandingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Vishal Sunder
Samuel Thomas
H. Kuo
Jatin Ganhotra
Brian Kingsbury
Eric Fosler-Lussier
VLM
236
10
0
11 Apr 2022
A Study of Different Ways to Use The Conformer Model For Spoken Language
  Understanding
A Study of Different Ways to Use The Conformer Model For Spoken Language Understanding
N. J. Wang
Shaojun Wang
Jing Xiao
111
0
0
08 Apr 2022
Three-Module Modeling For End-to-End Spoken Language Understanding Using
  Pre-trained DNN-HMM-Based Acoustic-Phonetic Model
Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-trained DNN-HMM-Based Acoustic-Phonetic ModelInterspeech (Interspeech), 2021
N. J. Wang
Lu Wang
Yandan Sun
Haimei Kang
Dejun Zhang
AuLLM
187
3
0
07 Apr 2022
Improving End-to-End Models for Set Prediction in Spoken Language
  Understanding
Improving End-to-End Models for Set Prediction in Spoken Language UnderstandingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
H. Kuo
Zoltán Tüske
Samuel Thomas
Brian Kingsbury
G. Saon
140
0
0
28 Jan 2022
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language
  Understanding
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding
Kai Wei
Thanh-Binh Tran
Feng-Ju Chang
Kanthashree Mysore Sathyendra
Thejaswi Muniyappa
...
A. Raju
Ross McGowan
Nathan Susanj
Ariya Rastrow
Grant P. Strimel
133
10
0
13 Dec 2021
TinyDefectNet: Highly Compact Deep Neural Network Architecture for
  High-Throughput Manufacturing Visual Quality Inspection
TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection
M. Shafiee
M. Famouri
Gautam Bathla
Francis Li
Alexander Wong
162
6
0
29 Nov 2021
On joint training with interfaces for spoken language understanding
On joint training with interfaces for spoken language understandingInterspeech (Interspeech), 2021
A. Raju
Milind Rao
Gautam Tiwari
Pranav Dheram
Bryan Anderson
Zhe Zhang
Chul Lee
Bach Bui
Ariya Rastrow
VLM
214
11
0
30 Jun 2021
Speak or Chat with Me: End-to-End Spoken Language Understanding System
  with Flexible Inputs
Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible InputsInterspeech (Interspeech), 2021
Sujeong Cha
Wang Hou
Hyun Jung
M. Phung
M. Picheny
H. Kuo
Samuel Thomas
E. Morais
VLM
303
15
0
07 Apr 2021
Do as I mean, not as I say: Sequence Loss Training for Spoken Language
  Understanding
Do as I mean, not as I say: Sequence Loss Training for Spoken Language UnderstandingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Milind Rao
Pranav Dheram
Gautam Tiwari
A. Raju
J. Droppo
Ariya Rastrow
A. Stolcke
110
17
0
12 Feb 2021
1
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