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2002.01322
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Training Keyword Spotters with Limited and Synthesized Speech Data
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
31 January 2020
James Lin
Kevin Kilgour
Dominik Roblek
Matthew Sharifi
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Papers citing
"Training Keyword Spotters with Limited and Synthesized Speech Data"
26 / 26 papers shown
MT-HuBERT: Self-Supervised Mix-Training for Few-Shot Keyword Spotting in Mixed Speech
Junming Yuan
Ying Shi
D. Wang
Lantian Li
A. Hamdulla
SSL
488
0
0
09 Nov 2025
LLM-Synth4KWS: Scalable Automatic Generation and Synthesis of Confusable Data for Custom Keyword Spotting
Pai Zhu
Quan Wang
Dhruuv Agarwal
Kurt Partridge
144
2
0
29 May 2025
GE2E-KWS: Generalized End-to-End Training and Evaluation for Zero-shot Keyword Spotting
Spoken Language Technology Workshop (SLT), 2024
Pai Zhu
Jacob Bartel
Dhruuv Agarwal
Kurt Partridge
Hyun-jin Park
Quan Wang
248
4
0
22 Oct 2024
Enhancing Synthetic Training Data for Speech Commands: From ASR-Based Filtering to Domain Adaptation in SSL Latent Space
Sebastião Quintas
Isabelle Ferrané
Thomas Pellegrini
286
0
0
19 Sep 2024
Adversarial training of Keyword Spotting to Minimize TTS Data Overfitting
Hyun Jin Park
Dhruuv Agarwal
Neng Chen
Rentao Sun
Kurt Partridge
...
Jacob Bartel
Kyle Kastner
Gary Wang
Andrew Rosenberg
Quan Wang
227
2
0
20 Aug 2024
Utilizing TTS Synthesized Data for Efficient Development of Keyword Spotting Model
Hyun Jin Park
Dhruuv Agarwal
Neng Chen
Rentao Sun
Kurt Partridge
...
Jacob Bartel
Kyle Kastner
Gary Wang
Andrew Rosenberg
Quan Wang
237
6
0
26 Jul 2024
Synth4Kws: Synthesized Speech for User Defined Keyword Spotting in Low Resource Environments
Pai Zhu
Dhruuv Agarwal
Jacob Bartel
Kurt Partridge
Hyun Jin Park
Quan Wang
239
3
0
23 Jul 2024
Few-Shot Keyword Spotting from Mixed Speech
Junming Yuan
Ying Shi
Lantian Li
D. Wang
A. Hamdulla
386
3
0
05 Jul 2024
Initial Decoding with Minimally Augmented Language Model for Improved Lattice Rescoring in Low Resource ASR
Savitha Murthy
D. Sitaram
166
1
0
16 Mar 2024
PhonMatchNet: Phoneme-Guided Zero-Shot Keyword Spotting for User-Defined Keywords
Interspeech (Interspeech), 2023
Yong-Hyeok Lee
Namhyun Cho
249
30
0
31 Aug 2023
Plug-and-Play Multilingual Few-shot Spoken Words Recognition
Aaqib Saeed
Vasileios Tsouvalas
269
0
0
03 May 2023
AraSpot: Arabic Spoken Command Spotting
Mahmoud Salhab
H. Harmanani
280
0
0
29 Mar 2023
On the Efficiency of Integrating Self-supervised Learning and Meta-learning for User-defined Few-shot Keyword Spotting
Spoken Language Technology Workshop (SLT), 2022
Wei-Tsung Kao
Yue Wu
Chia-Ping Chen
Zhi-Sheng Chen
Yu-Pao Tsai
Hung-yi Lee
323
10
0
01 Apr 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting
Interspeech (Interspeech), 2022
Yanghua Xiao
Nana Hou
Eng Siong Chng
CLL
229
21
0
30 Mar 2022
Progressive Continual Learning for Spoken Keyword Spotting
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Yizheng Huang
Nana Hou
Nancy F. Chen
CLL
286
18
0
29 Jan 2022
Generating Adversarial Samples For Training Wake-up Word Detection Systems Against Confusing Words
Haoxu Wang
Yan Jia
Zeqing Zhao
Xuyang Wang
Junjie Wang
Ming Li
AAML
244
2
0
01 Jan 2022
Deep Spoken Keyword Spotting: An Overview
IEEE Access (IEEE Access), 2021
Iván López-Espejo
Zheng-Hua Tan
John H. L. Hansen
Jesper Jensen
252
140
0
20 Nov 2021
Synt++: Utilizing Imperfect Synthetic Data to Improve Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Ting-Yao Hu
Mohammadreza Armandpour
A. Shrivastava
Jen-Hao Rick Chang
H. Koppula
Oncel Tuzel
SyDa
278
49
0
21 Oct 2021
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition
Interspeech (Interspeech), 2021
Hao Yen
Pin-Jui Ku
Chao-Han Huck Yang
Hu Hu
Sabato Marco Siniscalchi
Pin-Yu Chen
Yu Tsao
564
5
0
08 Oct 2021
Broadcasted Residual Learning for Efficient Keyword Spotting
Interspeech (Interspeech), 2021
Byeonggeun Kim
Simyung Chang
Jinkyu Lee
Dooyong Sung
473
153
0
08 Jun 2021
Teaching keyword spotters to spot new keywords with limited examples
Interspeech (Interspeech), 2021
Abhijeet Awasthi
Kevin Kilgour
H. Rom
269
19
0
04 Jun 2021
AST: Audio Spectrogram Transformer
Interspeech (Interspeech), 2021
Yuan Gong
Yu-An Chung
James R. Glass
ViT
746
1,245
0
05 Apr 2021
Few-Shot Keyword Spotting in Any Language
Interspeech (Interspeech), 2021
Mark Mazumder
Colby R. Banbury
Josh Meyer
Pete Warden
Vijay Janapa Reddi
370
54
0
03 Apr 2021
Keyword Transformer: A Self-Attention Model for Keyword Spotting
Interspeech (Interspeech), 2021
Axel Berg
Mark O'Connor
M. T. Cruz
274
171
0
01 Apr 2021
Progressive Voice Trigger Detection: Accuracy vs Latency
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Siddharth Sigtia
J. Bridle
H. Richards
P. Clark
Erik Marchi
Vineet Garg
236
11
0
29 Oct 2020
Streaming keyword spotting on mobile devices
Oleg Rybakov
Natasha Kononenko
Niranjan A. Subrahmanya
Mirkó Visontai
Stella Laurenzo
AI4TS
384
123
0
14 May 2020
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