Towards Better Meta-Initialization with Task Augmentation for
Kindergarten-aged Speech Recognition

Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition

24 February 2022

Papers citing "Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition"

19 / 19 papers shown

Title
Low Resource German ASR with Untranscribed Data Spoken by Non-native Children -- INTERSPEECH 2021 Shared Task SPAPL System Jinhan Wang Yunzheng Zhu Ruchao Fan Wei Chu Abeer Alwan 44 8 0 18 Jun 2021
Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition Gary Yeung Ruchao Fan Abeer Alwan 63 20 0 18 Feb 2021
Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-training and Its Application to Children's ASR Ruchao Fan Amber Afshan Abeer Alwan 56 14 0 12 Feb 2021
Data Augmentation for Meta-Learning Renkun Ni Micah Goldblum Amr Sharaf Kezhi Kong Tom Goldstein 51 76 0 14 Oct 2020
Improving Generalization in Meta-learning via Task Augmentation Huaxiu Yao Long-Kai Huang Linjun Zhang Ying Wei Li Tian James Zou Junzhou Huang Z. Li 83 84 0 26 Jul 2020
Meta-Learning Requires Meta-Augmentation Janarthanan Rajendran A. Irpan Eric Jang 74 96 0 10 Jul 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition Genta Indra Winata Samuel Cahyawijaya Zihan Liu Zhaojiang Lin Andrea Madotto Peng Xu Pascale Fung 96 80 0 04 Mar 2020
Task Augmentation by Rotating for Meta-Learning Jialin Liu Chia-Wen Lin Chih-Min Lin 93 33 0 08 Feb 2020
Meta-Learning without Memorization Mingzhang Yin George Tucker Mingyuan Zhou Sergey Levine Chelsea Finn VLM 48 187 0 09 Dec 2019
Meta Learning for End-to-End Low-Resource Speech Recognition Jui-Yang Hsu Yuan-Jui Chen Hung-yi Lee 61 104 0 26 Oct 2019
PyKaldi2: Yet another speech toolkit based on Kaldi and PyTorch Liang Lu Xiong Xiao Zhuo Chen Jiawei Liu 47 14 0 12 Jul 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 174 3,456 0 18 Apr 2019
How to train your MAML Antreas Antoniou Harrison Edwards Amos Storkey 71 776 0 22 Oct 2018
Learning to adapt: a meta-learning approach for speaker adaptation Ondˇrej Klejch Joachim Fainberg P. Bell 41 31 0 30 Aug 2018
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Kyunghyun Cho Victor O.K. Li 74 343 0 25 Aug 2018
On First-Order Meta-Learning Algorithms Alex Nichol Joshua Achiam John Schulman 227 2,232 0 08 Mar 2018
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 295 8,130 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 823 11,899 0 09 Mar 2017
Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition Hasim Sak A. Senior Kanishka Rao F. Beaufays 85 436 0 24 Jul 2015