Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2007.01836
Cited By
v1
v2 (latest)
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning
3 July 2020
Pavel Denisov
Ngoc Thang Vu
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning"
19 / 19 papers shown
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
462
7
0
30 Nov 2023
Leveraging Multilingual Self-Supervised Pretrained Models for Sequence-to-Sequence End-to-End Spoken Language Understanding
Automatic Speech Recognition & Understanding (ASRU), 2023
Pavel Denisov
Ngoc Thang Vu
156
1
0
09 Oct 2023
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding
Interspeech (Interspeech), 2023
Yiding Tan
Navonil Majumder
Soujanya Poria
132
2
0
20 May 2023
Adaptive Knowledge Distillation between Text and Speech Pre-trained Models
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Jinjie Ni
Yukun Ma
Wen Wang
Qian Chen
Dianwen Ng
Han Lei
Trung Hieu Nguyen
Chong Zhang
B. Ma
Xiaoshi Zhong
89
2
0
07 Mar 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
167
3
0
16 Dec 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting
Computer Speech and Language (CSL), 2022
Thierry Desot
François Portet
Michel Vacher
107
15
0
17 Jul 2022
Meta Auxiliary Learning for Low-resource Spoken Language Understanding
Interspeech (Interspeech), 2022
Yingying Gao
Junlan Feng
Chaorui Deng
Shilei Zhang
157
2
0
26 Jun 2022
Towards End-to-End Integration of Dialog History for Improved Spoken Language Understanding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Vishal Sunder
Samuel Thomas
H. Kuo
Jatin Ganhotra
Brian Kingsbury
Eric Fosler-Lussier
VLM
229
10
0
11 Apr 2022
An Analysis of Semantically-Aligned Speech-Text Embeddings
Spoken Language Technology Workshop (SLT), 2022
M. Huzaifah
Ivan Kukanov
221
10
0
04 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
131
4
0
01 Apr 2022
Exploring Teacher-Student Learning Approach for Multi-lingual Speech-to-Intent Classification
Bidisha Sharma
Maulik C. Madhavi
Xuehao Zhou
Haizhou Li
163
2
0
28 Sep 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification
Interspeech (Interspeech), 2021
Yiding Jiang
Bidisha Sharma
Maulik C. Madhavi
Haizhou Li
166
30
0
05 Aug 2021
Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Bidisha Sharma
Maulik C. Madhavi
Haizhou Li
119
20
0
15 Feb 2021
Speech-language Pre-training for End-to-end Spoken Language Understanding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yao Qian
Ximo Bian
Yu Shi
Naoyuki Kanda
Leo Shen
Zhen Xiao
Michael Zeng
AuLLM
203
50
0
11 Feb 2021
Exploring Transfer Learning For End-to-End Spoken Language Understanding
AAAI Conference on Artificial Intelligence (AAAI), 2020
Subendhu Rongali
Bei Liu
Liwei Cai
Konstantine Arkoudas
Chengwei Su
Wael Hamza
131
26
0
15 Dec 2020
Bridging the Modality Gap for Speech-to-Text Translation
Yuchen Liu
Junnan Zhu
Jiajun Zhang
Chengqing Zong
188
70
0
28 Oct 2020
Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Seongbin Kim
Gyuwan Kim
Seongjin Shin
Sangmin Lee
VLM
309
22
0
25 Oct 2020
ST-BERT: Cross-modal Language Model Pre-training For End-to-end Spoken Language Understanding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Minjeong Kim
Gyuwan Kim
Sang-Woo Lee
Jung-Woo Ha
VLM
198
37
0
23 Oct 2020
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding
Yu-An Chung
Chenguang Zhu
Michael Zeng
VLM
283
8
0
05 Oct 2020
1
