Metric Learning for Keyword Spotting

18 May 2020

Joon Son Chung

Papers citing "Metric Learning for Keyword Spotting"

25 / 25 papers shown

Title
Few-Shot Keyword Spotting With Prototypical Networks Archit Parnami Minwoo Lee 40 32 0 25 Jul 2020
Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-footprint Keyword Spotting Menglong Xu Xiao-Lei Zhang 25 33 0 25 Apr 2020
In defence of metric learning for speaker recognition Joon Son Chung Jaesung Huh Seongkyu Mun Minjae Lee Hee-Soo Heo Soyeon Choe Chiheon Ham Sung-Ye Jung Bong-Jin Lee Icksang Han 54 436 0 26 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 389 42,299 0 03 Dec 2019
Small-Footprint Keyword Spotting on Raw Audio Data with Sinc-Convolutions Simon Mittermaier Ludwig Kurzinger Bernd Waschneck Gerhard Rigoll 49 57 0 05 Nov 2019
Temporal Convolution for Real-time Keyword Spotting on Mobile Devices Seungwoo Choi Seokjun Seo Beomjun Shin Hyeongmin Byun Martin Kersner Beomsu Kim Dongyoung Kim S. Ha 80 154 0 08 Apr 2019
An Optimized Recurrent Unit for Ultra-Low-Power Keyword Spotting Justice Amoh K. Odame 44 18 0 13 Feb 2019
End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification Hee-Soo Heo Jee-weon Jung Il-Ho Yang Sung-Hyun Yoon Hye-jin Shim Ha-Jin Yu 49 22 0 07 Feb 2019
Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting With Limited Training Data Harshita Seth Pulkit Kumar Muktabh Mayank Srivastava 112 12 0 12 Jan 2019
An Investigation of Few-Shot Learning in Spoken Term Classification Yangbin Chen Tom Ko Lifeng Shang Xiao Chen Xin Jiang Qing Li 42 7 0 26 Dec 2018
Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware Peter Blouw Xuan Choo Eric Hunsberger C. Eliasmith BDL 39 193 0 04 Dec 2018
Efficient keyword spotting using dilated convolutions and gating A. Coucke M. Chlieh Thibault Gisselbrecht David Leroy Mathieu Poumeyrol Thibaut Lavril 58 99 0 19 Nov 2018
Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition Pete Warden 74 1,615 0 09 Apr 2018
Hello Edge: Keyword Spotting on Microcontrollers Yundong Zhang Naveen Suda Liangzhen Lai Vikas Chandra 72 435 0 20 Nov 2017
Generalized End-to-End Loss for Speaker Verification Li Wan Quan Wang Alan Papir Ignacio López Moreno VLM 66 924 0 28 Oct 2017
Deep Residual Learning for Small-Footprint Keyword Spotting Raphael Tang Jimmy J. Lin 55 237 0 28 Oct 2017
VoxCeleb: a large-scale speaker identification dataset Arsha Nagrani Joon Son Chung Andrew Zisserman 117 2,273 0 26 Jun 2017
Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting Ming Sun A. Raju George Tucker S. Panchapagesan Gengshen Fu Arindam Mandal Spyros Matsoukas N. Strom S. Vitaladevuni 43 119 0 05 May 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 281 8,114 0 15 Mar 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,426 0 10 Dec 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 260 8,434 0 23 Nov 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 344 13,123 0 12 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 432 43,234 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 182 1,993 0 20 Dec 2014