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Learning Efficient Representations for Keyword Spotting with Triplet Loss

12 January 2021

Papers citing "Learning Efficient Representations for Keyword Spotting with Triplet Loss"

25 / 25 papers shown

Title
Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment Li Kewei Zhou Hengshun Shen Kai Dai Yusheng Du Jun 91 3 0 31 Dec 2024
TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity Recognition R. Cabral Soyeon Caren Han Areej Alhassan Riza Batista-Navarro Goran Nenadic Josiah Poon 69 0 0 04 Nov 2024
Compressing 1D Time-Channel Separable Convolutions using Sparse Random Ternary Matrices Gonçalo Mordido Matthijs Van Keirsbilck A. Keller 59 6 0 31 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 71 44 0 14 Feb 2021
Low-Power Audio Keyword Spotting using Tsetlin Machines Jie Lei Tousif Rahman Rishad Shafik A. Wheeldon Alex Yakovlev Ole-Christoffer Granmo F. Kawsar Akhil Mathur 49 40 0 27 Jan 2021
End-to-end Triplet Loss based Emotion Embedding System for Speech Emotion Recognition Puneet Kumar S. Jain Balasubramanian Raman P. Roy Masakazu Iwamura 50 24 0 13 Oct 2020
Howl: A Deployed, Open-Source Wake Word Detection System Raphael Tang Jaejun Lee Afsaneh Razi Julia Cambre Ian Bicking Jofish Kaye Jimmy J. Lin VLM 27 17 0 21 Aug 2020
Metric Learning for Keyword Spotting Jaesung Huh Minjae Lee Hee-Soo Heo Seongkyu Mun Joon Son Chung 50 23 0 18 May 2020
Streaming keyword spotting on mobile devices Oleg Rybakov Natasha Kononenko Niranjan A. Subrahmanya Mirkó Visontai Stella Laurenzo AI4TS 101 112 0 14 May 2020
Towards Learning a Universal Non-Semantic Representation of Speech Joel Shor A. Jansen Ronnie Maor Oran Lang Omry Tuval Félix de Chaumont Quitry Marco Tagliasacchi Ira Shavitt Dotan Emanuel Yinnon A. Haviv SSL 128 158 0 25 Feb 2020
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 68 355 0 07 Apr 2019
A neural attention model for speech command recognition Douglas Coimbra de Andrade Sabato Leo M. Viana Christoph Bernkopf 45 145 0 27 Aug 2018
Triplet Network with Attention for Speaker Diarization Huan Song Megan M. Willi Jayaraman J. Thiagarajan Visar Berisha A. Spanias 33 17 0 04 Aug 2018
Hello Edge: Keyword Spotting on Microcontrollers Yundong Zhang Naveen Suda Liangzhen Lai Vikas Chandra 77 435 0 20 Nov 2017
Deep Residual Learning for Small-Footprint Keyword Spotting Raphael Tang Jimmy J. Lin 69 236 0 28 Oct 2017
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models Yanzhang He Rohit Prabhavalkar Kanishka Rao Wei Li A. Bakhtin Ian McGraw AI4TS 58 91 0 26 Oct 2017
Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting Raphael Tang Jimmy J. Lin OffRL AI4TS 56 34 0 18 Oct 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 50 119 0 05 May 2017
Deep Speaker: an End-to-End Neural Speaker Embedding System Chao Li Xiaokong Ma B. Jiang Xiangang Li Xuewei Zhang Xiao-Chang Liu Ying Cao Ajay Kannan Zhenyao Zhu 48 493 0 05 May 2017
In Defense of the Triplet Loss for Person Re-Identification Alexander Hermans Lucas Beyer Bastian Leibe DML 97 3,206 0 22 Mar 2017
Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting Sercan O. Arik Markus Kliegl R. Child Joel Hestness Andrew Gibiansky Christopher Fougner R. Prenger Adam Coates 69 181 0 15 Mar 2017
Billion-scale similarity search with GPUs Jeff Johnson Matthijs Douze Hervé Jégou 257 3,723 0 28 Feb 2017
TristouNet: Triplet Loss for Speaker Turn Embedding H. Bredin 65 182 0 14 Sep 2016
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 379 13,145 0 12 Mar 2015
Learning Fine-grained Image Similarity with Deep Ranking Jiang Wang Yang Song Thomas Leung C. Rosenberg Jingbin Wang James Philbin Bo Chen Ying Nian Wu SSL 112 1,318 0 17 Apr 2014