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  3. 1705.02411
  4. Cited By
Max-Pooling Loss Training of Long Short-Term Memory Networks for
  Small-Footprint Keyword Spotting

Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting

5 May 2017
Ming Sun
A. Raju
George Tucker
S. Panchapagesan
Gengshen Fu
Arindam Mandal
Spyros Matsoukas
N. Strom
S. Vitaladevuni
ArXiv (abs)PDFHTML

Papers citing "Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting"

42 / 42 papers shown
MFA-KWS: Effective Keyword Spotting with Multi-head Frame-asynchronous Decoding
MFA-KWS: Effective Keyword Spotting with Multi-head Frame-asynchronous Decoding
Yu Xi
Haoyu Li
Xiaoyu Gu
Yidi Jiang
Kai Yu
440
2
0
01 Jul 2025
Effective Integration of KAN for Keyword Spotting
Effective Integration of KAN for Keyword SpottingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Anfeng Xu
Biqiao Zhang
Shuyu Kong
Yiteng Huang
Zhaojun Yang
Sangeeta Srivastava
Ming Sun
467
9
0
13 Sep 2024
Enhancing Voice Wake-Up for Dysarthria: Mandarin Dysarthria Speech
  Corpus Release and Customized System Design
Enhancing Voice Wake-Up for Dysarthria: Mandarin Dysarthria Speech Corpus Release and Customized System DesignInterspeech (Interspeech), 2024
Ming Gao
Hang Chen
Jun Du
Xin Xu
Hongxiao Guo
Hui Bu
Jianxing Yang
Ming Li
Chin-Hui Lee
310
6
0
14 Jun 2024
Robust Dual-Modal Speech Keyword Spotting for XR Headsets
Robust Dual-Modal Speech Keyword Spotting for XR HeadsetsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2024
Zhuojiang Cai
Yuhan Ma
Feng Lu
272
5
0
26 Jan 2024
Contrastive Learning With Audio Discrimination For Customizable Keyword
  Spotting In Continuous Speech
Contrastive Learning With Audio Discrimination For Customizable Keyword Spotting In Continuous SpeechIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Yu Xi
Baochen Yang
Hao Li
Jiaqi Guo
Kai Yu
306
15
0
12 Jan 2024
Personalizing Keyword Spotting with Speaker Information
Personalizing Keyword Spotting with Speaker InformationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Beltrán Labrador
Pai Zhu
Guanlong Zhao
Angelo Scorza Scarpati
Quan Wang
Alicia Lozano-Diez
Alex Park
Ignacio López Moreno
201
4
0
06 Nov 2023
Understanding temporally weakly supervised training: A case study for
  keyword spotting
Understanding temporally weakly supervised training: A case study for keyword spotting
Heinrich Dinkel
Weiji Zhuang
Zhiyong Yan
Yongqing Wang
Junbo Zhang
Yujun Wang
315
0
0
30 May 2023
To Wake-up or Not to Wake-up: Reducing Keyword False Alarm by Successive
  Refinement
To Wake-up or Not to Wake-up: Reducing Keyword False Alarm by Successive RefinementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yashas Malur Saidutta
R. S. Srinivasa
Ching Hua Lee
Chouchang Yang
Yilin Shen
Hongxia Jin
265
2
0
06 Apr 2023
Exploring Sequence-to-Sequence Transformer-Transducer Models for Keyword
  Spotting
Exploring Sequence-to-Sequence Transformer-Transducer Models for Keyword SpottingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Beltrán Labrador
Guanlong Zhao
Ignacio López Moreno
Angelo Scorza Scarpati
Liam H. Fowl
Quan Wang
158
4
0
11 Nov 2022
LiCo-Net: Linearized Convolution Network for Hardware-efficient Keyword
  Spotting
LiCo-Net: Linearized Convolution Network for Hardware-efficient Keyword Spotting
Haichuan Yang
Zhaojun Yang
Liting Wan
Biqiao Zhang
Yangyang Shi
...
R. Álvarez
Ming Sun
Xin Lei
Raghuraman Krishnamoorthi
Vikas Chandra
182
7
0
09 Nov 2022
WeKws: A production first small-footprint end-to-end Keyword Spotting
  Toolkit
WeKws: A production first small-footprint end-to-end Keyword Spotting ToolkitIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Jie Wang
Menglong Xu
Jingyong Hou
Binbin Zhang
Xiao-Lei Zhang
Linfu Xie
Fuping Pan
164
17
0
30 Oct 2022
Wake Word Detection Based on Res2Net
Wake Word Detection Based on Res2Net
Qiuchen Yu
R. Zhou
114
5
0
30 Sep 2022
Keyword Spotting System and Evaluation of Pruning and Quantization
  Methods on Low-power Edge Microcontrollers
Keyword Spotting System and Evaluation of Pruning and Quantization Methods on Low-power Edge Microcontrollers
Jingyi Wang
Shengchen Li
125
12
0
04 Aug 2022
Latency Control for Keyword Spotting
Latency Control for Keyword SpottingInterspeech (Interspeech), 2022
Christin Jose
Joe Wang
Grant P. Strimel
Mohammad Omar Khursheed
Yuriy Mishchenko
Brian Kulis
113
1
0
15 Jun 2022
Speech Augmentation Based Unsupervised Learning for Keyword Spotting
Speech Augmentation Based Unsupervised Learning for Keyword SpottingIEEE International Joint Conference on Neural Network (IJCNN), 2022
Jian Luo
Jianzong Wang
Ning Cheng
Haobin Tang
Jing Xiao
SSL
343
2
0
28 May 2022
Improving Voice Trigger Detection with Metric Learning
Improving Voice Trigger Detection with Metric LearningInterspeech (Interspeech), 2022
Prateeth Nayak
Takuya Higuchi
Anmol Gupta
Shivesh Ranjan
Stephen Shum
...
V. Lakshminarasimhan
Minsik Cho
Saurabh N. Adya
C. Dhir
Ahmed H. Tewfik
188
1
0
05 Apr 2022
Deep Spoken Keyword Spotting: An Overview
Deep Spoken Keyword Spotting: An OverviewIEEE Access (IEEE Access), 2021
Iván López-Espejo
Zheng-Hua Tan
John H. L. Hansen
Jesper Jensen
252
140
0
20 Nov 2021
Visual Keyword Spotting with Attention
Visual Keyword Spotting with AttentionBritish Machine Vision Conference (BMVC), 2021
Prajwal K R
Liliane Momeni
Triantafyllos Afouras
Andrew Zisserman
210
16
0
29 Oct 2021
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural
  Networks
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks
Alan Jeffares
Qinghai Guo
Pontus Stenetorp
Timoleon Moraitis
270
17
0
06 Oct 2021
End-to-end Keyword Spotting using Neural Architecture Search and
  Quantization
End-to-end Keyword Spotting using Neural Architecture Search and QuantizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
David Peter
Wolfgang Roth
Franz Pernkopf
MQ
174
20
0
14 Apr 2021
An Ultra-low Power RNN Classifier for Always-On Voice Wake-Up Detection
  Robust to Real-World Scenarios
An Ultra-low Power RNN Classifier for Always-On Voice Wake-Up Detection Robust to Real-World Scenarios
E. Hardy
F. Badets
125
4
0
08 Mar 2021
Learning Efficient Representations for Keyword Spotting with Triplet
  Loss
Learning Efficient Representations for Keyword Spotting with Triplet LossInternational Conference on Speech and Computer (SPECOM), 2021
R. Vygon
N. Mikhaylovskiy
DMLSSL
511
71
0
12 Jan 2021
EfficientNet-Absolute Zero for Continuous Speech Keyword Spotting
EfficientNet-Absolute Zero for Continuous Speech Keyword Spotting
A. Rostami
Ali Karimi
M. Akhaee
141
2
0
31 Dec 2020
Resource-efficient DNNs for Keyword Spotting using Neural Architecture
  Search and Quantization
Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and QuantizationInternational Conference on Pattern Recognition (ICPR), 2020
David Peter
Wolfgang Roth
Franz Pernkopf
261
7
0
18 Dec 2020
Seeing wake words: Audio-visual Keyword Spotting
Seeing wake words: Audio-visual Keyword SpottingBritish Machine Vision Conference (BMVC), 2020
Liliane Momeni
Triantafyllos Afouras
Themos Stafylakis
Samuel Albanie
Andrew Zisserman
204
47
0
02 Sep 2020
LSTM Acoustic Models Learn to Align and Pronounce with Graphemes
LSTM Acoustic Models Learn to Align and Pronounce with Graphemes
A. Datta
Guanlong Zhao
Bhuvana Ramabhadran
Eugene Weinstein
103
0
0
13 Aug 2020
Metric Learning for Keyword Spotting
Metric Learning for Keyword Spotting
Jaesung Huh
Minjae Lee
Hee-Soo Heo
Seongkyu Mun
Joon Son Chung
214
24
0
18 May 2020
Wake Word Detection with Alignment-Free Lattice-Free MMI
Wake Word Detection with Alignment-Free Lattice-Free MMI
Yiming Wang
Hang Lv
Daniel Povey
Lei Xie
Sanjeev Khudanpur
ObjD
310
18
0
17 May 2020
Streaming keyword spotting on mobile devices
Streaming keyword spotting on mobile devices
Oleg Rybakov
Natasha Kononenko
Niranjan A. Subrahmanya
Mirkó Visontai
Stella Laurenzo
AI4TS
384
123
0
14 May 2020
Domain Aware Training for Far-field Small-footprint Keyword Spotting
Domain Aware Training for Far-field Small-footprint Keyword Spotting
Haiwei Wu
Yan Jia
Yuan-Ping Nie
Ming Li
215
15
0
07 May 2020
Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM
  Networks
Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM Networks
Théodore Bluche
Maël Primet
Thibault Gisselbrecht
ObjDMQ
137
29
0
25 Feb 2020
Learning To Detect Keyword Parts And Whole By Smoothed Max Pooling
Learning To Detect Keyword Parts And Whole By Smoothed Max PoolingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Hyun-jin Park
Patrick Violette
Niranjan A. Subrahmanya
130
21
0
25 Jan 2020
Small-footprint Keyword Spotting with Graph Convolutional Network
Small-footprint Keyword Spotting with Graph Convolutional NetworkAutomatic Speech Recognition & Understanding (ASRU), 2019
Xi Chen
Shouyi Yin
Dandan Song
P. Ouyang
Leibo Liu
Shaojun Wei
228
33
0
11 Dec 2019
Designing the Next Generation of Intelligent Personal Robotic Assistants
  for the Physically Impaired
Designing the Next Generation of Intelligent Personal Robotic Assistants for the Physically ImpairedInternational Journal of Engineering Applied Sciences and Technology (IJEAST), 2019
Basit Ayantunde
Jane Odum
Fadlullah Olawumi
Joshua Olalekan
129
1
0
28 Nov 2019
Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT
  Applications
Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT ApplicationsUSENIX workshop on Tackling computer systems problems with machine learning techniques (SysML), 2019
Dibakar Gope
Ganesh S. Dasika
Matthew Mattina
187
24
0
04 Mar 2019
Efficient keyword spotting using dilated convolutions and gating
Efficient keyword spotting using dilated convolutions and gatingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
A. Coucke
M. Chlieh
Thibault Gisselbrecht
David Leroy
Mathieu Poumeyrol
Thibaut Lavril
339
110
0
19 Nov 2018
End-to-end Models with auditory attention in Multi-channel Keyword
  Spotting
End-to-end Models with auditory attention in Multi-channel Keyword Spotting
Haitong Zhang
Junbo Zhang
Yujun Wang
118
4
0
01 Nov 2018
Data Augmentation for Robust Keyword Spotting under Playback
  Interference
Data Augmentation for Robust Keyword Spotting under Playback Interference
A. Raju
S. Panchapagesan
Xingtu Liu
Arindam Mandal
N. Strom
221
37
0
01 Aug 2018
Attention-based End-to-End Models for Small-Footprint Keyword Spotting
Attention-based End-to-End Models for Small-Footprint Keyword Spotting
Changhao Shan
Junbo Zhang
Yujun Wang
Lei Xie
AI4TS
209
113
0
29 Mar 2018
Hello Edge: Keyword Spotting on Microcontrollers
Hello Edge: Keyword Spotting on Microcontrollers
Yundong Zhang
Naveen Suda
Liangzhen Lai
Vikas Chandra
460
486
0
20 Nov 2017
Deep Residual Learning for Small-Footprint Keyword Spotting
Deep Residual Learning for Small-Footprint Keyword SpottingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017
Raphael Tang
Jimmy J. Lin
280
260
0
28 Oct 2017
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence
  Models
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence ModelsAutomatic Speech Recognition & Understanding (ASRU), 2017
Yanzhang He
Rohit Prabhavalkar
Kanishka Rao
Wei Li
A. Bakhtin
Ian McGraw
AI4TS
227
95
0
26 Oct 2017
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