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
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? Sanyuan Chen Yu Wu Chengyi Wang Shujie Liu Zhuo Chen ... Gang Liu Jinyu Li Jian Wu Xiangzhan Yu Furu Wei SSL 20 40 0 27 Apr 2022
Mask scalar prediction for improving robust automatic speech recognition A. Narayanan James Walker S. Panchapagesan N. Howard Yuma Koizumi 24 4 0 26 Apr 2022
E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR Wenjie Huang Shuo-yiin Chang David Rybach Rohit Prabhavalkar Tara N. Sainath Cyril Allauzen Cal Peyser Zhiyun Lu VLM 44 24 0 22 Apr 2022
The 2021 NIST Speaker Recognition Evaluation S. O. Sadjadi Craig S. Greenberg E. Singer Lisa P. Mason D. A. Reynolds 20 74 0 21 Apr 2022
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation Keqi Deng Shinji Watanabe Jiatong Shi Siddhant Arora 33 15 0 19 Apr 2022
Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness Dianwen Ng Jing Pang Yanghua Xiao Biao Tian Qiang Fu Eng Siong Chng 27 2 0 11 Apr 2022
Production federated keyword spotting via distillation, filtering, and joint federated-centralized training Andrew Straiton Hard Kurt Partridge Neng Chen S. Augenstein Aishanee Shah ... Sara Ng Jessica Nguyen Ignacio López Moreno Rajiv Mathews F. Beaufays FedML 29 14 0 11 Apr 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems Vishal Sunder Eric Fosler-Lussier Samuel Thomas H. Kuo Brian Kingsbury 23 7 0 11 Apr 2022
Auditory-Based Data Augmentation for End-to-End Automatic Speech Recognition Zehai Tu Jack Deadman Ning Ma Jon Barker 35 4 0 08 Apr 2022
GigaST: A 10,000-hour Pseudo Speech Translation Corpus Rong Ye Chengqi Zhao Tom Ko Chutong Meng Tao Wang Mingxuan Wang Jun Cao 11 23 0 08 Apr 2022
Transducer-based language embedding for spoken language identification Peng Shen Xugang Lu Hisashi Kawai 56 6 0 08 Apr 2022
Frequency Selective Augmentation for Video Representation Learning Jinhyung Kim Taeoh Kim Minho Shim Dongyoon Han Dongyoon Wee Junmo Kim AI4TS 56 3 0 08 Apr 2022
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition Shaojin Ding R. Rikhye Qiao Liang Yanzhang He Quan Wang A. Narayanan Tom O'Malley Ian McGraw 29 27 0 08 Apr 2022
Detecting Vocal Fatigue with Neural Embeddings Sebastian P. Bayerl Dominik Wagner Ilja Baumann Korbinian Riedhammer Tobias Bocklet 32 11 0 07 Apr 2022
DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores Wei-Cheng Tseng Wei-Tsung Kao Hung-yi Lee 24 21 0 07 Apr 2022
A Wav2vec2-Based Experimental Study on Self-Supervised Learning Methods to Improve Child Speech Recognition Rishabh Jain Andrei Barcovschi Mariam Yiwere Dan Bigioi Peter Corcoran H. Cucu 30 31 0 06 Apr 2022
Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation Dan Berrebbi Jiatong Shi Brian Yan Osbel López-Francisco Jonathan D. Amith Shinji Watanabe 21 26 0 05 Apr 2022
A Complementary Joint Training Approach Using Unpaired Speech and Text for Low-Resource Automatic Speech Recognition Ye Du Jie Zhang Qiu-shi Zhu Lirong Dai Ming Wu Xin Fang Zhouwang Yang 34 2 0 05 Apr 2022
A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals Luis Guarda Juan Tapia E. Droguett M. Ramos 24 27 0 04 Apr 2022
An Analysis of Semantically-Aligned Speech-Text Embeddings M. Huzaifah Ivan Kukanov 35 7 0 04 Apr 2022
Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition Guodong Ma Pengfei Hu Jian Kang Shen Huang Hao-Ming Huang 35 9 0 02 Apr 2022
End-to-End Integration of Speech Recognition, Speech Enhancement, and Self-Supervised Learning Representation Xuankai Chang Takashi Maekaku Yuya Fujita Shinji Watanabe VLM 59 45 0 01 Apr 2022
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems Takuma Udagawa Masayuki Suzuki Gakuto Kurata N. Itoh G. Saon 49 23 0 01 Apr 2022
Improved Relation Networks for End-to-End Speaker Verification and Identification Ashutosh Chaubey Sparsh Sinha Susmita Ghose 27 3 0 31 Mar 2022
How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications Juan Pablo Zuluaga Amrutha Prasad Iuliia Nigmatulina Seyyed Saeed Sarfjoo P. Motlícek Matthias Kleinert H. Helmke Oliver Ohneiser Qingran Zhan 34 44 0 31 Mar 2022
Streaming parallel transducer beam search with fast-slow cascaded encoders Jay Mahadeokar Yangyang Shi Ke Li Duc Le Jiedan Zhu Vikas Chandra Ozlem Kalinli M. Seltzer 42 15 0 29 Mar 2022
Integrating Lattice-Free MMI into End-to-End Speech Recognition Jinchuan Tian Jianwei Yu Chao Weng Yuexian Zou Dong Yu 37 8 0 29 Mar 2022
Dynamic Latency for CTC-Based Streaming Automatic Speech Recognition With Emformer J. Sun Guiping Zhong Dinghao Zhou Baoxiang Li 21 0 0 29 Mar 2022
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit Binbin Zhang Di Wu Zhendong Peng Xingcheng Song Zhuoyuan Yao Hang Lv Linfu Xie Chao Yang Fuping Pan Jianwei Niu VLM 34 94 0 29 Mar 2022
Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data Chen Chen Nana Hou Yuchen Hu Shashank Shirol Chng Eng Siong NoLa 30 43 0 29 Mar 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition Guan-Ting Lin Shang-Wen Li Hung-yi Lee TTA VLM 21 10 0 27 Mar 2022
Speech-enhanced and Noise-aware Networks for Robust Speech Recognition Hung-Shin Lee Pin-Yuan Chen Yao-Fei Cheng Yu Tsao Hsin-Min Wang 27 1 0 25 Mar 2022
AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification Juncheng Billy Li Shuhui Qu Po-Yao (Bernie) Huang Florian Metze VLM 41 9 0 25 Mar 2022
Automatic Speech Recognition for Speech Assessment of Persian Preschool Children Amirhossein Abaskohi Fatemeh Mortazavi Hadi Moradi 39 6 0 24 Mar 2022
Exploring Continuous Integrate-and-Fire for Adaptive Simultaneous Speech Translation Chih-Chiang Chang Hung-yi Lee 32 13 0 22 Mar 2022
A Track-Wise Ensemble Event Independent Network for Polyphonic Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Qiuqiang Kong Feiran Yang Mark D. Plumbley J. Yang 24 23 0 19 Mar 2022
Transformer-based Streaming ASR with Cumulative Attention Mohan Li Shucong Zhang Catalin Zorila R. Doddipatla 27 9 0 11 Mar 2022
Leveraging Pre-trained BERT for Audio Captioning Xubo Liu Xinhao Mei Qiushi Huang Jianyuan Sun Jinzheng Zhao Haohe Liu Mark D. Plumbley Volkan Kilicc Wenwu Wang 38 30 0 06 Mar 2022
A Brief Overview of Unsupervised Neural Speech Representation Learning Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin Lars Maaløe Christian Igel BDL AI4TS SSL 24 11 0 01 Mar 2022
Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations W. Ge Massimiliano Todisco Nicholas W. D. Evans AAML 34 8 0 28 Feb 2022
Integrating Text Inputs For Training and Adapting RNN Transducer ASR Models Samuel Thomas Brian Kingsbury G. Saon H. Kuo 36 25 0 26 Feb 2022
Visual Speech Recognition for Multiple Languages in the Wild Pingchuan Ma Stavros Petridis Maja Pantic VLM 132 147 0 26 Feb 2022
GenéLive! Generating Rhythm Actions in Love Live! Atsushi Takada Daichi Yamazaki Likun Liu Yudai Yoshida Nyamkhuu Ganbat T. Shimotomai Taiga Yamamoto Daisuke Sakurai Naoki Hamada VLM 33 4 0 25 Feb 2022
Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition Yunzheng Zhu Ruchao Fan Abeer Alwan CLL 38 4 0 24 Feb 2022
Contrastive-mixup learning for improved speaker verification Xin Zhang Minho Jin R. Cheng Ruirui Li Eunjung Han A. Stolcke AAML SSL 25 10 0 22 Feb 2022
VADOI:Voice-Activity-Detection Overlapping Inference For End-to-end Long-form Speech Recognition Jinhan Wang Xiaosu Tong Jinxi Guo Di He Roland Maas 31 5 0 22 Feb 2022
Spanish and English Phoneme Recognition by Training on Simulated Classroom Audio Recordings of Collaborative Learning Environments Mario Esparza 35 0 0 21 Feb 2022
S3T: Self-Supervised Pre-training with Swin Transformer for Music Classification Han Zhao Chen Zhang Belei Zhu Zejun Ma Ke-jun Zhang ViT 21 28 0 21 Feb 2022
LPC Augment: An LPC-Based ASR Data Augmentation Algorithm for Low and Zero-Resource Children's Dialects Alexander Johnson Ruchao Fan Robin Morris Abeer Alwan 16 12 0 19 Feb 2022
Domain Adaptation of low-resource Target-Domain models using well-trained ASR Conformer Models Vrunda N. Sukhadia S. Umesh 43 8 0 18 Feb 2022