SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition

18 April 2019

Papers citing "SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition"

50 / 754 papers shown

Title
Non-Autoregressive ASR with Self-Conditioned Folded Encoders Tatsuya Komatsu 28 7 0 17 Feb 2022
Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models Sarala Padi S. O. Sadjadi Tianyi Zhou Ram D. Sriram 38 37 0 16 Feb 2022
What Does it Mean for a Language Model to Preserve Privacy? Hannah Brown Katherine Lee Fatemehsadat Mireshghallah Reza Shokri Florian Tramèr PILM 61 232 0 11 Feb 2022
Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding Peter Sullivan Toshiko Shibano Muhammad Abdul-Mageed 49 11 0 10 Feb 2022
Conversational Agents: Theory and Applications M. Wahde M. Virgolin LLMAG 40 25 0 07 Feb 2022
MFA: TDNN with Multi-scale Frequency-channel Attention for Text-independent Speaker Verification with Short Utterances Tianchi Liu Rohan Kumar Das Kong Aik Lee Haizhou Li 27 69 0 03 Feb 2022
The RoyalFlush System of Speech Recognition for M2MeT Challenge Shuaishuai Ye Peiyao Wang Shunfei Chen Xinhui Hu Xinkang Xu 26 5 0 03 Feb 2022
Keyword localisation in untranscribed speech using visually grounded speech models Kayode Olaleye Dan Oneaţă Herman Kamper 32 7 0 02 Feb 2022
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection Ke Chen Xingjian Du Bilei Zhu Zejun Ma Taylor Berg-Kirkpatrick Shlomo Dubnov ViT 127 264 0 02 Feb 2022
BEA-Base: A Benchmark for ASR of Spontaneous Hungarian P. Mihajlik A. Balog T. E. Gráczi A. Kohári Balázs Tarján K. Mády 25 8 0 01 Feb 2022
Reducing language context confusion for end-to-end code-switching automatic speech recognition Shuai Zhang Jiangyan Yi Zhengkun Tian J. Tao Y. Yeung Liqun Deng 27 11 0 28 Jan 2022
Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition Ayoub Ghriss Bo Yang Viktor Rozgic Elizabeth Shriberg Chao Wang 32 21 0 27 Jan 2022
Recency Dropout for Recurrent Recommender Systems Bo-Yu Chang Can Xu Matt Le Jingchen Feng Ya Le Sriraj Badam Ed H. Chi Minmin Chen 30 3 0 26 Jan 2022
On the Effectiveness of Pinyin-Character Dual-Decoding for End-to-End Mandarin Chinese ASR Zhao Yang Dianwen Ng Xiao Fu Liping Han Wei Xi Ruimeng Wang Rui Jiang Jizhong Zhao 42 2 0 26 Jan 2022
Improving Factored Hybrid HMM Acoustic Modeling without State Tying Tina Raissi Eugen Beck Ralf Schluter Hermann Ney 37 5 0 24 Jan 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection Daniel Rho Jinhyeok Park J. Ko 53 6 0 22 Jan 2022
Supervised and Self-supervised Pretraining Based COVID-19 Detection Using Acoustic Breathing/Cough/Speech Signals Xing-Yu Chen Qiu-shi Zhu Jie Zhang Lirong Dai 34 14 0 22 Jan 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection A. Haliassos Rodrigo Mira Stavros Petridis Maja Pantic CVBM 40 127 0 18 Jan 2022
Recent Progress in the CUHK Dysarthric Speech Recognition System Shansong Liu Mengzhe Geng Shoukang Hu Xurong Xie Mingyu Cui Jianwei Yu Xunying Liu Helen Meng 19 58 0 15 Jan 2022
Investigation of Data Augmentation Techniques for Disordered Speech Recognition Mengzhe Geng Xurong Xie Shansong Liu Jianwei Yu Shoukang Hu Xunying Liu Helen Meng 16 56 0 14 Jan 2022
An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies L. D. Pham Dat Ngo T. Hoang Alexander Schindler Ian Mcloughlin 42 5 0 09 Jan 2022
Automatic Speech Recognition Datasets in Cantonese: A Survey and New Dataset Tiezheng Yu Rita Frieske Peng Xu Samuel Cahyawijaya Cheuk Tung Shadow Yiu ... Elham J. Barezi Qifeng Chen Xiaojuan Ma Bertram E. Shi Pascale Fung RALM 54 9 0 07 Jan 2022
Improving Mandarin End-to-End Speech Recognition with Word N-gram Language Model Jinchuan Tian Jianwei Yu Chao Weng Yuexian Zou Dong Yu 36 10 0 06 Jan 2022
Multi-turn RNN-T for streaming recognition of multi-party speech Ilya Sklyar A. Piunova Xianrui Zheng Yulan Liu 29 22 0 19 Dec 2021
Denoised Labels for Financial Time-Series Data via Self-Supervised Learning Yanqing Ma Carmine Ventre M. Polukarov NoLa 25 7 0 19 Dec 2021
Data Augmentation through Expert-guided Symmetry Detection to Improve Performance in Offline Reinforcement Learning Giorgio Angelotti Nicolas Drougard Caroline Ponzoni Carvalho Chanel OffRL 33 2 0 18 Dec 2021
An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification L. D. Pham Dat Ngo Phu X. Nguyen Hoang Van Truong Alexander Schindler 32 9 0 16 Dec 2021
Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification Sung Hwan Mun Min Hyun Han Dongjune Lee Jihwan Kim N. Kim SSL 45 3 0 16 Dec 2021
On the Use of External Data for Spoken Named Entity Recognition Ankita Pasad Felix Wu Suwon Shon Karen Livescu Kyu Jeong Han 40 16 0 14 Dec 2021
ImportantAug: a data augmentation agent for speech V. Trinh Hassan Salami Kavaki Michael I. Mandel 32 10 0 14 Dec 2021
PM-MMUT: Boosted Phone-Mask Data Augmentation using Multi-Modeling Unit Training for Phonetic-Reduction-Robust E2E Speech Recognition Guodong Ma Pengfei Hu Nurmemet Yolwas Shen Huang Hao-Ming Huang 32 4 0 13 Dec 2021
Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks Chia-Yu Li Ngoc Thang Vu 19 12 0 12 Dec 2021
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation Holy Lovenia Samuel Cahyawijaya Genta Indra Winata Peng Xu Xu Yan ... Elham J. Barezi Qifeng Chen Xiaojuan Ma Bertram E. Shi Pascale Fung 44 32 0 12 Dec 2021
Sequence-level self-learning with multiple hypotheses K. Kumatani Dimitrios Dimitriadis Yashesh Gaur R. Gmyr Sefik Emre Eskimez Jinyu Li Michael Zeng SSL 25 1 0 10 Dec 2021
Are E2E ASR models ready for an industrial usage? Valentin Vielzeuf G. Antipov 31 8 0 09 Dec 2021
Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization Mufan Sang Haoqi Li F. Liu Andrew O. Arnold Li Wan SSL 18 40 0 08 Dec 2021
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI Jinchuan Tian Jianwei Yu Chao Weng Shi-Xiong Zhang Dan Su Dong Yu Yuexian Zou AuLLM 50 13 0 05 Dec 2021
BBS-KWS:The Mandarin Keyword Spotting System Won the Video Keyword Wakeup Challenge Yuting Yang Binbin Du Yingxin Zhang Wenxuan Wang Yuke Li 21 0 0 03 Dec 2021
Sound-Guided Semantic Image Manipulation Seung Hyun Lee Wonseok Roh Wonmin Byeon Sang Ho Yoon Chanyoung Kim Jinkyu Kim Sangpil Kim DiffM 42 43 0 30 Nov 2021
SP-SEDT: Self-supervised Pre-training for Sound Event Detection Transformer Zhi-qin Ye Xiangdong Wang Hong Liu Yueliang Qian Ruijie Tao Long Yan Kazushige Ouchi ViT 29 2 0 30 Nov 2021
Classification of animal sounds in a hyperdiverse rainforest using Convolutional Neural Networks Yuren Sun Tatiana Midori Maeda Claudia R. Solís-Lemus Daniel L. Pimentel-Alarcón Z. Buřivalová 24 18 0 29 Nov 2021
ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet Siddhant Arora Siddharth Dalmia Pavel Denisov Xuankai Chang Yushi Ueda ... Karthik Ganesan Brian Yan Ngoc Thang Vu A. Black Shinji Watanabe VLM 38 74 0 29 Nov 2021
Catch Me If You Hear Me: Audio-Visual Navigation in Complex Unmapped Environments with Moving Sounds Abdelrahman Younes Daniel Honerkamp Tim Welschehold Abhinav Valada 30 40 0 29 Nov 2021
Romanian Speech Recognition Experiments from the ROBIN Project Andrei-Marius Avram Vasile Puaics Dan Tufics 27 4 0 23 Nov 2021
Deep Spoken Keyword Spotting: An Overview Iván López-Espejo Zheng-Hua Tan John H. L. Hansen Jesper Jensen 26 102 0 20 Nov 2021
A comparison of streaming models and data augmentation methods for robust speech recognition Jiyeon Kim Mehul Kumar Dhananjaya N. Gowda Abhinav Garg Chanwoo Kim 31 5 0 19 Nov 2021
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays Thi Ngoc Tho Nguyen Douglas L. Jones Karn N. Watcharasupat Huy P Phan W. Gan 33 36 0 16 Nov 2021
Attention based end to end Speech Recognition for Voice Search in Hindi and English Raviraj Joshi Venkateshan Kannan 30 7 0 15 Nov 2021
A Convolutional Neural Network Based Approach to Recognize Bangla Spoken Digits from Speech Signal Ovishake Sen Al-Mahmud Pias Roy 9 5 0 12 Nov 2021
Domain Generalization on Efficient Acoustic Scene Classification using Residual Normalization Byeonggeun Kim Seunghan Yang Jang-Hyun Kim Simyung Chang 31 15 0 12 Nov 2021