Deep Residual Learning for Small-Footprint Keyword Spotting

28 October 2017

Papers citing "Deep Residual Learning for Small-Footprint Keyword Spotting"

46 / 46 papers shown

Title
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Sidahmed Lachenani Hamza Kheddar Mohamed Ouldzmirli 43 2 0 26 Apr 2025
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment Li Kewei Zhou Hengshun Shen Kai Dai Yusheng Du Jun 41 1 0 31 Dec 2024
Effective Integration of KAN for Keyword Spotting Anfeng Xu Biqiao Zhang Shuyu Kong Yiteng Huang Zhaojun Yang Sangeeta Srivastava Ming Sun 34 5 0 13 Sep 2024
Multitaper mel-spectrograms for keyword spotting Douglas Baptista de Souza Khaled Jamal Bakri Fernanda Ferreira Juliana Inacio 13 1 0 05 Jul 2024
Robust Dual-Modal Speech Keyword Spotting for XR Headsets Zhuojiang Cai Yuhan Ma Feng Lu 30 0 0 26 Jan 2024
The taste of IPA: Towards open-vocabulary keyword spotting and forced alignment in any language Jian Zhu Changbing Yang Farhan Samir Jahurul Islam 32 4 0 14 Nov 2023
Matching Latent Encoding for Audio-Text based Keyword Spotting K. Nishu Minsik Cho Devang Naik 9 14 0 08 Jun 2023
MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks Seah Kim Hasan Genç Vadim Nikiforov Krste Asanović B. Nikolić Y. Shao 27 18 0 10 May 2023
How Tiny Can Analog Filterbank Features Be Made for Ultra-low-power On-device Keyword Spotting? S. Ray Xinghua Sun Nolan Tremelling Maria Gordiyenko P. Kinget 20 1 0 17 Apr 2023
Scalable Weight Reparametrization for Efficient Transfer Learning Byeonggeun Kim Juntae Lee Seunghan Yang Simyung Chang OffRL 16 0 0 26 Feb 2023
Pex: Memory-efficient Microcontroller Deep Learning through Partial Execution Edgar Liberis Nicholas D. Lane 23 3 0 30 Nov 2022
Filterbank Learning for Noise-Robust Small-Footprint Keyword Spotting Iván López-Espejo R. Shekar Zheng-Hua Tan Jesper Jensen John H. L. Hansen 29 2 0 19 Nov 2022
XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for the Metaverse Hyoukjun Kwon Krishnakumar Nair Jamin Seo Jason Yik D. Mohapatra ... Ashish Sirasao T. Krishna Harshit Khaitan Vikas Chandra Vijay Janapa Reddi 40 33 0 16 Nov 2022
Metric Learning for User-defined Keyword Spotting Jaemin Jung You-kyong. Kim Jihwan Park Youshin Lim Byeong-Yeol Kim Youngjoon Jang Joon Son Chung 40 9 0 01 Nov 2022
I see what you hear: a vision-inspired method to localize words Mohammad Samragh Arnav Kundu Ting-Yao Hu Minsik Cho Aman Chadha A. Shrivastava Oncel Tuzel Devang Naik ObjD 39 1 0 24 Oct 2022
A Multi-tasking Model of Speaker-Keyword Classification for Keeping Human in the Loop of Drone-assisted Inspection Yu Li Anisha Parsan Bill Wang Penghao Dong Shanshan Yao Ruwen Qin 29 5 0 08 Jul 2022
Personalized Keyword Spotting through Multi-task Learning Seunghan Yang Byeonggeun Kim Inseop Chung Simyung Chang 26 8 0 28 Jun 2022
Learning Decoupling Features Through Orthogonality Regularization Li Wang Rongzhi Gu Weiji Zhuang Peng Gao Yujun Wang Yuexian Zou 24 1 0 31 Mar 2022
A Study of Designing Compact Audio-Visual Wake Word Spotting System Based on Iterative Fine-Tuning in Neural Network Pruning Hengshun Zhou Jun Du Chao-Han Huck Yang Shifu Xiong Chin-Hui Lee VLM 21 3 0 17 Feb 2022
ConvMixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-field Keyword Spotting Dianwen Ng Yunqi Chen Biao Tian Qiang Fu Chng Eng Siong 24 46 0 15 Jan 2022
Two Sparsities Are Better Than One: Unlocking the Performance Benefits of Sparse-Sparse Networks Kevin Lee Hunter Lawrence Spracklen Subutai Ahmad 23 20 0 27 Dec 2021
Deep Spoken Keyword Spotting: An Overview Iván López-Espejo Zheng-Hua Tan John H. L. Hansen Jesper Jensen 21 102 0 20 Nov 2021
EfficientWord-Net: An Open Source Hotword Detection Engine based on One-shot Learning R. Chidhambararajan Aman Rangaur S. C. Sethuraman 14 4 0 31 Oct 2021
Differentiable Network Pruning for Microcontrollers Edgar Liberis Nicholas D. Lane 22 18 0 15 Oct 2021
PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation Jang-Hyun Kim Simyung Chang Nojun Kwak 30 44 0 25 Jun 2021
Broadcasted Residual Learning for Efficient Keyword Spotting Byeonggeun Kim Simyung Chang Jinkyu Lee Dooyong Sung 29 121 0 08 Jun 2021
SubSpectral Normalization for Neural Audio Data Processing Simyung Chang Hyoungwoo Park Janghoon Cho Hyunsin Park Sungrack Yun Kyuwoong Hwang 31 30 0 25 Mar 2021
Prototype-based Personalized Pruning Jang-Hyun Kim Simyung Chang Sungrack Yun Nojun Kwak 28 4 0 25 Mar 2021
Query-by-Example Keyword Spotting system using Multi-head Attention and Softtriple Loss Jinmiao Huang W. Gharbieh Han Suk Shim Eugene Kim AAML 13 41 0 14 Feb 2021
Learning Efficient Representations for Keyword Spotting with Triplet Loss R. Vygon N. Mikhaylovskiy DML SSL 60 64 0 12 Jan 2021
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer M. Soltanian Junaid Malik Jenni Raitoharju Alexandros Iosifidis S. Kiranyaz Denmark 22 11 0 23 Nov 2020
Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution Ximin Li Xiaodong Wei Xiaowei Qin 39 38 0 20 Oct 2020
Metric Learning for Keyword Spotting Jaesung Huh Minjae Lee Hee-Soo Heo Seongkyu Mun Joon Son Chung 21 23 0 18 May 2020
Multi-Task Network for Noise-Robust Keyword Spotting and Speaker Verification using CTC-based Soft VAD and Global Query Attention Myunghun Jung Youngmoon Jung Jahyun Goo Hoirin Kim 22 19 0 08 May 2020
Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM Networks Théodore Bluche Maël Primet Thibault Gisselbrecht ObjD MQ 28 24 0 25 Feb 2020
Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms G. Cerutti Rahul Prasad Alessio Brutti Elisabetta Farella 21 47 0 29 Jan 2020
FQ-Conv: Fully Quantized Convolution for Efficient and Accurate Inference Bram-Ernst Verhoef Nathan Laubeuf S. Cosemans P. Debacker Ioannis A. Papistas A. Mallik D. Verkest MQ 11 16 0 19 Dec 2019
Predicting detection filters for small footprint open-vocabulary keyword spotting Théodore Bluche Thibault Gisselbrecht ObjD 18 19 0 16 Dec 2019
Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks Spencer Frei Yuan Cao Quanquan Gu ODL 9 31 0 07 Oct 2019
Keyword Spotter Model for Crop Pest and Disease Monitoring from Community Radio Data Benjamin Akera J. Nakatumba‐Nabende Jonathan Mukiibi Ali Hussein Nathan Baleeta Daniel Ssendiwala Samiiha Nalwooga 6 2 0 05 Oct 2019
Sub-band Convolutional Neural Networks for Small-footprint Spoken Term Classification Chieh-Chi Kao Ming Sun Yixin Gao S. Vitaladevuni Chao Wang 23 13 0 02 Jul 2019
Neural Transfer Learning for Cry-based Diagnosis of Perinatal Asphyxia Charles C. Onu Jonathan Lebensold William L. Hamilton Doina Precup 18 32 0 24 Jun 2019
How Can We Be So Dense? The Benefits of Using Highly Sparse Representations Subutai Ahmad Luiz Scheinkman 33 96 0 27 Mar 2019
Progressive Label Distillation: Learning Input-Efficient Deep Neural Networks Z. Q. Lin A. Wong 22 1 0 26 Jan 2019
Efficient keyword spotting using dilated convolutions and gating A. Coucke M. Chlieh Thibault Gisselbrecht David Leroy Mathieu Poumeyrol Thibaut Lavril 14 96 0 19 Nov 2018
A neural attention model for speech command recognition Douglas Coimbra de Andrade Sabato Leo M. Viana Christoph Bernkopf 11 144 0 27 Aug 2018