Learning Fast Adaptation on Cross-Accented Speech Recognition

4 March 2020

Andrea Madotto

Papers citing "Learning Fast Adaptation on Cross-Accented Speech Recognition"

41 / 41 papers shown

Title
DENOASR: Debiasing ASRs through Selective Denoising Anand Kumar Rai S. Jaiswal Shubham Prakash Bendi Pragnya Sree Animesh Mukherjee 23 0 0 22 Oct 2024
Improving Self-supervised Pre-training using Accent-Specific Codebooks Darshan Prabhu Abhishek Gupta Omkar Nitsure P. Jyothi Sriram Ganapathy SSL 31 0 0 04 Jul 2024
PI-Whisper: An Adaptive and Incremental ASR Framework for Diverse and Evolving Speaker Characteristics Amir Nassereldine Dancheng Liu Chenhui Xu Jinjun Xiong 21 0 0 21 Jun 2024
PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition Chengxi Lei Satwinder Singh Feng Hou Xiaoyun Jia Ruili Wang 20 1 0 13 Dec 2023
Accented Speech Recognition With Accent-specific Codebooks Darshan Prabhu P. Jyothi Sriram Ganapathy Vinit Unni 19 4 0 24 Oct 2023
A meta learning scheme for fast accent domain expansion in Mandarin speech recognition Z. Zhu Changhao Shan Bihong Zhang Jian Yu 25 0 0 23 Jul 2023
Writer adaptation for offline text recognition: An exploration of neural network-based methods Tobias van der Werff Maruf A. Dhali Lambert Schomaker 21 0 0 11 Jul 2023
Cross-Lingual Cross-Age Group Adaptation for Low-Resource Elderly Speech Emotion Recognition Samuel Cahyawijaya Holy Lovenia Willy Chung Rita Frieske Zihan Liu Pascale Fung 32 1 0 26 Jun 2023
Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning Ruan van der Merwe Herman Kamper CLL KELM 34 0 0 22 May 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages Zheng-Xin Yong Ruochen Zhang Jessica Zosa Forde Skyler Wang Arjun Subramonian ... Yinghua Tan Long Phan Rowena Garcia Thamar Solorio Alham Fikri Aji LRM 31 28 0 23 Mar 2023
Hey ASR System! Why Aren't You More Inclusive? Automatic Speech Recognition Systems' Bias and Proposed Bias Mitigation Techniques. A Literature Review Mikel K. Ngueajio Gloria J. Washington 17 33 0 17 Nov 2022
Improved Meta Learning for Low Resource Speech Recognition Satwinder Singh Ruili Wang Feng Hou 21 15 0 11 May 2022
Meta Learning for Natural Language Processing: A Survey Hung-yi Lee Shang-Wen Li Ngoc Thang Vu 33 42 0 03 May 2022
Layer-wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition Xun Gong Y. Qian Houjun Huang Yanmin Qian 19 44 0 21 Apr 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 30 98 0 24 Mar 2022
Improving the transferability of speech separation by meta-learning Kuan-Po Huang Yuan-Kuei Wu Hung-yi Lee 27 1 0 11 Mar 2022
Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition Yunzheng Zhu Ruchao Fan Abeer Alwan CLL 21 4 0 24 Feb 2022
Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset Tiezheng Yu Rita Frieske Peng-Tao Xu Samuel Cahyawijaya Cheuk Tung Shadow Yiu ... Elham J. Barezi Qifeng Chen Xiaojuan Ma Bertram E. Shi Pascale Fung RALM 23 9 0 07 Jan 2022
Greenformers: Improving Computation and Memory Efficiency in Transformer Models via Low-Rank Approximation Samuel Cahyawijaya 15 10 0 24 Aug 2021
Supervised Contrastive Learning for Accented Speech Recognition Tao Han Hantao Huang Ziang Yang Wei Han 30 11 0 02 Jul 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing Zihan Liu Genta Indra Winata Peng-Tao Xu Pascale Fung 20 7 0 07 Jun 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation Zihan Liu Genta Indra Winata Pascale Fung VLM CLL 22 34 0 09 May 2021
Accented Speech Recognition Inspired by Human Perception Xiangyun Chu Elizabeth Combs Amber Wang M. Picheny 20 2 0 09 Apr 2021
Towards Lifelong Learning of End-to-end ASR Heng-Jui Chang Hung-yi Lee Lin-Shan Lee KELM CLL 22 34 0 04 Apr 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Tiezheng Yu Zihan Liu Pascale Fung CLL 27 73 0 21 Mar 2021
The Accented English Speech Recognition Challenge 2020: Open Datasets, Tracks, Baselines, Results and Methods Xian Shi Fan Yu Yizhou Lu Yuhao Liang Qiangze Feng Daliang Wang Y. Qian Lei Xie 11 58 0 20 Feb 2021
MetaTune: Meta-Learning Based Cost Model for Fast and Efficient Auto-tuning Frameworks Jaehun Ryu Hyojin Sung 35 15 0 08 Feb 2021
Model Generalization on COVID-19 Fake News Detection Yejin Bang Etsuko Ishii Samuel Cahyawijaya Ziwei Ji Pascale Fung 21 34 0 11 Jan 2021
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 50 141 0 08 Dec 2020
Deep Discriminative Feature Learning for Accent Recognition Wei Wang Chao Zhang Xiao-pei Wu 24 2 0 25 Nov 2020
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition Wenliang Dai Zihan Liu Tiezheng Yu Pascale Fung 24 29 0 21 Sep 2020
EmoGraph: Capturing Emotion Correlations using Graph Networks Peng-Tao Xu Zihan Liu Genta Indra Winata Zhaojiang Lin Pascale Fung 17 23 0 21 Aug 2020
Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview P. Bell Joachim Fainberg Ondˇrej Klejch Jinyu Li Steve Renals P. Swietojanski 30 64 0 14 Aug 2020
Meta-Transfer Learning for Code-Switched Speech Recognition Genta Indra Winata Samuel Cahyawijaya Zhaojiang Lin Zihan Liu Peng-Tao Xu Pascale Fung 27 51 0 29 Apr 2020
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning Zihan Liu Genta Indra Winata Andrea Madotto Pascale Fung CLL 22 18 0 29 Apr 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling Zihan Liu Genta Indra Winata Peng-Tao Xu Pascale Fung 24 87 0 24 Apr 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 24 1,914 0 11 Apr 2020
Zero-Resource Cross-Domain Named Entity Recognition Zihan Liu Genta Indra Winata Pascale Fung 22 38 0 14 Feb 2020
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung SyDa 124 92 0 18 Sep 2019
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 163 664 0 07 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 234 11,568 0 09 Mar 2017