Broadcasted Residual Learning for Efficient Keyword Spotting

8 June 2021

Papers citing "Broadcasted Residual Learning for Efficient Keyword Spotting"

50 / 50 papers shown

Title
Exploring Performance-Complexity Trade-Offs in Sound Event Detection T. Morocutti Florian Schmid Jonathan Greif Francesco Foscarin Gerhard Widmer 36 0 0 14 Mar 2025
Vocal Tract Length Warped Features for Spoken Keyword Spotting A. Sarkar Priyanka Dwivedi Z. Tan 29 0 0 08 Jan 2025
Enhancing Synthetic Training Data for Speech Commands: From ASR-Based Filtering to Domain Adaptation in SSL Latent Space Sebastião Quintas Isabelle Ferrané Thomas Pellegrini 28 0 0 19 Sep 2024
Non-verbal Hands-free Control for Smart Glasses using Teeth Clicks Payal Mohapatra Ali Aroudi Anurag Kumar Morteza Khaleghimeybodi 40 0 0 21 Aug 2024
Frequency & Channel Attention Network for Small Footprint Noisy Spoken Keyword Spotting Yuanxi Lin Yuriy Evgenyevich Gapanyuk 25 0 0 29 Jul 2024
Multitaper mel-spectrograms for keyword spotting Douglas Baptista de Souza Khaled Jamal Bakri Fernanda Ferreira Juliana Inacio 13 1 0 05 Jul 2024
Advancing Airport Tower Command Recognition: Integrating Squeeze-and-Excitation and Broadcasted Residual Learning Yuanxi Lin Tonglin Zhou Yang Xiao OffRL 30 2 0 26 Jun 2024
Sparse Binarization for Fast Keyword Spotting Jonathan Svirsky Uri Shaham Ofir Lindenbaum 29 0 0 09 Jun 2024
RepCNN: Micro-sized, Mighty Models for Wakeword Detection Arnav Kundu Prateeth Nayak Priyanka Padmanabhan Devang Naik 35 0 0 04 Jun 2024
AudioRepInceptionNeXt: A lightweight single-stream architecture for efficient audio recognition Kin Wai Lau Yasar Abbas Ur Rehman L. Po 33 1 0 21 Apr 2024
Phase-driven Domain Generalizable Learning for Nonstationary Time Series Payal Mohapatra Lixu Wang Qi Zhu AI4TS 27 2 0 05 Feb 2024
Robust Dual-Modal Speech Keyword Spotting for XR Headsets Zhuojiang Cai Yuhan Ma Feng Lu 22 0 0 26 Jan 2024
Count What You Want: Exemplar Identification and Few-shot Counting of Human Actions in the Wild Yifeng Huang Duc Duy Nguyen Lam Nguyen Cuong Pham Minh Hoai 8 1 0 28 Dec 2023
Robust Wake-Up Word Detection by Two-stage Multi-resolution Ensembles F. López Jordi Luque Carlos Segura Pablo Gómez 17 0 0 17 Oct 2023
Does Single-channel Speech Enhancement Improve Keyword Spotting Accuracy? A Case Study Avamarie Brueggeman Takuya Higuchi Masood Delfarah Stephen Shum Vineet Garg 19 0 0 27 Sep 2023
TF-SepNet: An Efficient 1D Kernel Design in CNNs for Low-Complexity Acoustic Scene Classification Yiqian Cai Peihong Zhang Shengchen Li 41 6 0 15 Sep 2023
Leveraging Large Language Models for Exploiting ASR Uncertainty Pranay Dighe Yi Su Shangshang Zheng Yunshu Liu Vineet Garg Xiaochuan Niu Ahmed H. Tewfik 13 12 0 09 Sep 2023
Improving vision-inspired keyword spotting using dynamic module skipping in streaming conformer encoder Alexandre Bittar Paul Dixon Mohammad Samragh K. Nishu Devang Naik 17 3 0 31 Aug 2023
PhonMatchNet: Phoneme-Guided Zero-Shot Keyword Spotting for User-Defined Keywords Yong-Hyeok Lee Namhyun Cho 24 18 0 31 Aug 2023
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data Seunghan Yang Byeonggeun Kim Kyuhong Shim Simyoung Chang 22 1 0 31 Aug 2023
Bytes Are All You Need: Transformers Operating Directly On File Bytes Maxwell Horton Sachin Mehta Ali Farhadi Mohammad Rastegari VLM 12 6 0 31 May 2023
To Wake-up or Not to Wake-up: Reducing Keyword False Alarm by Successive Refinement Yashas Malur Saidutta R. S. Srinivasa Ching Hua Lee Chouchang Yang Yilin Shen Hongxia Jin 13 0 0 06 Apr 2023
Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers Heinrich Dinkel Yongqing Wang Zhiyong Yan Junbo Zhang Yujun Wang 27 4 0 03 Mar 2023
Scalable Weight Reparametrization for Efficient Transfer Learning Byeonggeun Kim Juntae Lee Seunghan Yang Simyung Chang OffRL 9 0 0 26 Feb 2023
Filterbank Learning for Noise-Robust Small-Footprint Keyword Spotting Iván López-Espejo R. Shekar Z. Tan Jesper Jensen John H. L. Hansen 21 2 0 19 Nov 2022
BiFSMNv2: Pushing Binary Neural Networks for Keyword Spotting to Real-Network Performance Haotong Qin Xudong Ma Yifu Ding X. Li Yang Zhang Zejun Ma Jiakai Wang Jie Luo Xianglong Liu MQ 38 20 0 13 Nov 2022
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 15 5 0 09 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 32 9 0 01 Nov 2022
HEiMDaL: Highly Efficient Method for Detection and Localization of wake-words Arnav Kundu Mohammad Samragh Razlighi Minsik Cho Priyanka Padmanabhan Devang Naik 21 2 0 26 Oct 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 17 1 0 24 Oct 2022
Learning Temporal Resolution in Spectrogram for Audio Classification Haohe Liu Xubo Liu Qiuqiang Kong Wenwu Wang Mark D. Plumbley 32 7 0 04 Oct 2022
UniKW-AT: Unified Keyword Spotting and Audio Tagging Heinrich Dinkel Yongqing Wang Zhiyong Yan Junbo Zhang Yujun Wang 37 3 0 23 Sep 2022
An Anchor-Free Detector for Continuous Speech Keyword Spotting Zhiyuan Zhao Chuanxin Tang C. Yao Chong Luo 13 2 0 09 Aug 2022
Continual Learning For On-Device Environmental Sound Classification Yanghua Xiao Xubo Liu James King Arshdeep Singh Chng Eng Siong Mark D. Plumbley Wenwu Wang CLL 16 9 0 15 Jul 2022
QTI Submission to DCASE 2021: residual normalization for device-imbalanced acoustic scene classification with efficient design Byeonggeun Kim Seunghan Yang Jangho Kim Simyung Chang 28 56 0 28 Jun 2022
Personalized Keyword Spotting through Multi-task Learning Seunghan Yang Byeonggeun Kim Inseop Chung Simyung Chang 13 8 0 28 Jun 2022
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Byeonggeun Kim Seunghan Yang Inseop Chung Simyung Chang 22 14 0 28 Jun 2022
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification Byeonggeun Kim Seunghan Yang Jangho Kim Hyunsin Park Juntae Lee Simyung Chang 36 28 0 24 Jun 2022
Understanding Audio Features via Trainable Basis Functions Kwan Yee Heung K. Cheuk Dorien Herremans 11 0 0 25 Apr 2022
A Temporal-oriented Broadcast ResNet for COVID-19 Detection Xin Jing Shuo Liu Emilia Parada-Cabaleiro Andreas Triantafyllopoulos Meishu Song Zijiang Yang Björn W. Schuller 35 2 0 31 Mar 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting Yanghua Xiao Nana Hou E. Chng CLL 11 12 0 30 Mar 2022
Instance-level loss based multiple-instance learning framework for acoustic scene classification Wongun Choi Joon‐Hyuk Chang Jaewoo Yang Han-gil Moon 4 5 0 16 Mar 2022
BiFSMN: Binary Neural Network for Keyword Spotting Haotong Qin Xunyuan Ma Yifu Ding X. Li Yang Zhang Yao Tian Zejun Ma Jie Luo Xianglong Liu MQ 23 11 0 14 Feb 2022
CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking Il-Youp Kwak Sunmook Choi Jong-Yeol Yang Yerin Lee Seungsang Oh 17 6 0 09 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 16 46 0 15 Jan 2022
Deep Spoken Keyword Spotting: An Overview Iván López-Espejo Z. Tan John H. L. Hansen Jesper Jensen 13 100 0 20 Nov 2021
Domain Generalization on Efficient Acoustic Scene Classification using Residual Normalization Byeonggeun Kim Seunghan Yang Jang-Hyun Kim Simyung Chang 23 15 0 12 Nov 2021
Multi-task Voice Activated Framework using Self-supervised Learning Shehzeen Samarah Hussain V. Nguyen Shuhua Zhang Erik M. Visser SSL 11 12 0 03 Oct 2021
Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution Ximin Li Xiaodong Wei Xiaowei Qin 31 36 0 20 Oct 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,549 0 17 Apr 2017