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 / 734 papers shown

Title
Discrete Audio Representation as an Alternative to Mel-Spectrograms for Speaker and Speech Recognition Krishna C. Puvvada Nithin Rao Koluguri Kunal Dhawan Jagadeesh Balam Boris Ginsburg 34 13 0 19 Sep 2023
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion Yujin Jeong Won-Wha Ryoo Seunghyun Lee Dabin Seo Wonmin Byeon Sangpil Kim Jinkyu Kim DiffM 32 29 0 08 Sep 2023
BodyFormer: Semantics-guided 3D Body Gesture Synthesis with Transformer Kunkun Pang Dafei Qin Yingruo Fan Julian Habekost Takaaki Shiratori Junichi Yamagishi Taku Komura SLR ViT 26 19 0 07 Sep 2023
Leveraging Label Information for Multimodal Emotion Recognition Pei-Hsin Wang Sunlu Zeng Junqing Chen Lu Fan Meng Chen Youzheng Wu Xiaodong He 29 4 0 05 Sep 2023
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers Yi Liu Yuekang Li Gelei Deng Felix Juefei Xu Yao Du Cen Zhang Chengwei Liu Yeting Li Lei Ma Yang Liu 24 3 0 30 Aug 2023
Improving Continuous Sign Language Recognition with Cross-Lingual Signs Fangyun Wei Yutong Chen SLR 30 28 0 21 Aug 2023
Bayes Risk Transducer: Transducer with Controllable Alignment Prediction Jinchuan Tian Jianwei Yu Hangting Chen Brian Yan Chao Weng Dong Yu Shinji Watanabe 37 1 0 19 Aug 2023
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition Hanjing Zhu Dongji Gao Gaofeng Cheng Daniel Povey Pengyuan Zhang Yonghong Yan NoLa 38 4 0 12 Aug 2023
Conformer-based Target-Speaker Automatic Speech Recognition for Single-Channel Audio Yang Zhang Krishna C. Puvvada Vitaly Lavrukhin Boris Ginsburg 38 14 0 09 Aug 2023
ApproBiVT: Lead ASR Models to Generalize Better Using Approximated Bias-Variance Tradeoff Guided Early Stopping and Checkpoint Averaging Fangyuan Wang Ming Hao Yuhai Shi Bo Xu MoMe 21 0 0 05 Aug 2023
CIF-T: A Novel CIF-based Transducer Architecture for Automatic Speech Recognition Tian-Hao Zhang Dinghao Zhou Guiping Zhong Jiaming Zhou Baoxiang Li 20 3 0 26 Jul 2023
A Snoring Sound Dataset for Body Position Recognition: Collection, Annotation, and Analysis Li Xiao Xiuping Yang Xinhong Li Weiping Tu Xiong Chen Weiyan Yi Jie Lin Yuhong Yang Yanzhen Ren 29 2 0 25 Jul 2023
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding Suyoun Kim Akshat Shrivastava Duc Le Ju Lin Ozlem Kalinli M. Seltzer AuLLM 33 2 0 22 Jul 2023
PAS: Partial Additive Speech Data Augmentation Method for Noise Robust Speaker Verification Wonbin Kim Hyun-Seo Shin Ju-ho Kim Ju-Sung Heo Chanmann Lim Ha-Jin Yu 26 0 0 20 Jul 2023
Multimodal Distillation for Egocentric Action Recognition Gorjan Radevski Dusan Grujicic Marie-Francine Moens Matthew Blaschko Tinne Tuytelaars EgoV 30 23 0 14 Jul 2023
AnuraSet: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring Juan Sebastián Canas Maria Paula Toro-Gómez L. S. M. Sugai H. Benítez-Restrepo J. Rudas ... José Luiz Massao Moreira Sugai Carolina Emília dos Santos R. Bastos Diego Llusia J. Ulloa 41 18 0 11 Jul 2023
Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework Eliya Segev Maya Alroy Ronen Katsir Noam Wies Ayana Shenhav ... D. Zar Oren Tadmor Jacob Bitterman Amnon Shashua Tal Rosenwein 34 2 0 04 Jul 2023
Dataset balancing can hurt model performance R. C. Moore D. Ellis Eduardo Fonseca Shawn Hershey A. Jansen Manoj Plakal 35 9 0 30 Jun 2023
Leveraging Cross-Utterance Context For ASR Decoding Robert Flynn Anton Ragni 33 1 0 29 Jun 2023
Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition Systems Mingyu Cui Jiawen Kang Jiajun Deng Xiaoyue Yin Yutao Xie Xie Chen Xunying Liu 35 8 0 23 Jun 2023
Mixture Encoder for Joint Speech Separation and Recognition Simon Berger Peter Vieting Christoph Boeddeker Ralf Schluter Reinhold Häb-Umbach 26 6 0 21 Jun 2023
Recent Advances in Direct Speech-to-text Translation Chen Xu Rong Ye Qianqian Dong Chengqi Zhao Tom Ko Mingxuan Wang Tong Xiao Jingbo Zhu 27 18 0 20 Jun 2023
Frequency & Channel Attention for Computationally Efficient Sound Event Detection Hyeonuk Nam Seong-Hu Kim D. Min Yong-Hwa Park 19 9 0 20 Jun 2023
SURT 2.0: Advances in Transducer-based Multi-talker Speech Recognition Desh Raj Daniel Povey Sanjeev Khudanpur VLM 34 9 0 18 Jun 2023
Low-Resource Text-to-Speech Using Specific Data and Noise Augmentation K. Lakshminarayana C. Dittmar N. Pia Emanuel Habets 34 0 0 16 Jun 2023
Correlation Clustering of Bird Sounds David Stein Bjoern Andres 34 1 0 16 Jun 2023
Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech Vishwanath Pratap Singh Md. Sahidullah Tomi Kinnunen 23 3 0 13 Jun 2023
Transfer Learning from Pre-trained Language Models Improves End-to-End Speech Summarization Kohei Matsuura Takanori Ashihara Takafumi Moriya Tomohiro Tanaka Takatomo Kano A. Ogawa Marc Delcroix 29 9 0 07 Jun 2023
Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer Lu Huang Yangqiu Song Jun Zhang Lu Lu Zejun Ma 36 2 0 07 Jun 2023
Meta-Learning Framework for End-to-End Imposter Identification in Unseen Speaker Recognition Ashutosh Chaubey Sparsh Sinha Susmita Ghose 19 0 0 01 Jun 2023
Adaptive Contextual Biasing for Transducer Based Streaming Speech Recognition Tianyi Xu Zhanheng Yang Kaixun Huang Pengcheng Guo Aoting Zhang Biao Li Changru Chen Chong Li Linfu Xie 22 10 0 01 Jun 2023
Some voices are too common: Building fair speech recognition systems using the Common Voice dataset Lucas Maison Yannick Esteve 28 3 0 01 Jun 2023
Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning Jianyuan Sun Xubo Liu Xinhao Mei V. Kılıç Mark D. Plumbley Wenwu Wang 33 3 0 30 May 2023
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes Xilin Jiang Yinghao Aaron Li N. Mesgarani CLL 24 1 0 29 May 2023
Streaming Audio Transformers for Online Audio Tagging Heinrich Dinkel Zhiyong Yan Yongqing Wang Junbo Zhang Yujun Wang Bin Wang 37 4 0 29 May 2023
Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech Loukas Ilias D. Askounis 34 9 0 25 May 2023
Transfer Learning for Personality Perception via Speech Emotion Recognition Yuanchao Li P. Bell Catherine Lai CVBM 37 4 0 25 May 2023
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM Eliya Nachmani Alon Levkovitch Roy Hirsch Julián Salazar Chulayutsh Asawaroengchai Soroosh Mariooryad Ehud Rivlin RJ Skerry-Ryan Michelle Tadmor Ramanovich AuLLM 36 34 0 24 May 2023
Improving speech translation by fusing speech and text Wenbiao Yin Zhicheng Liu Chengqi Zhao Tao Wang Jian-Fei Tong Rong Ye 15 4 0 23 May 2023
Contextualized End-to-End Speech Recognition with Contextual Phrase Prediction Network Kaixun Huang Aoting Zhang Zhanheng Yang Pengcheng Guo Bingshen Mu Tianyi Xu Linfu Xie 35 16 0 21 May 2023
A New Benchmark of Aphasia Speech Recognition and Detection Based on E-Branchformer and Multi-task Learning Jiyang Tang William Chen Xuankai Chang Shinji Watanabe B. MacWhinney 24 10 0 19 May 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks Yifan Peng Kwangyoun Kim Felix Wu Brian Yan Siddhant Arora William Chen Jiyang Tang Suwon Shon Prashant Sridhar Shinji Watanabe 31 17 0 18 May 2023
Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrograms L. D. Pham Dat Ngo Cam Le Anahid N. Jalali Alexander Schindler 19 1 0 16 May 2023
Exploration of Language Dependency for Japanese Self-Supervised Speech Representation Models Takanori Ashihara Takafumi Moriya Kohei Matsuura Tomohiro Tanaka 33 3 0 09 May 2023
Multitask learning in Audio Captioning: a sentence embedding regression loss acts as a regularizer Etienne Labbé J. Pinquier Thomas Pellegrini 48 5 0 02 May 2023
Contrastive Speech Mixup for Low-resource Keyword Spotting Dianwen Ng Ruixi Zhang J. Yip Chong Zhang Yukun Ma Trung Hieu Nguyen Chongjia Ni Eng Siong Chng B. Ma 38 10 0 02 May 2023
When Deep Learning Meets Polyhedral Theory: A Survey Joey Huchette Gonzalo Muñoz Thiago Serra Calvin Tsay AI4CE 96 33 0 29 Apr 2023
MMViT: Multiscale Multiview Vision Transformers Yuchen Liu Natasha Ong Kaiyan Peng Bo Xiong Qifan Wang ... Madian Khabsa Kaiyue Yang David C. Liu Donald Williamson Hanchao Yu ViT 38 4 0 28 Apr 2023
DropDim: A Regularization Method for Transformer Networks Hao Zhang Dan Qu Kejia Shao Xu Yang 28 12 0 20 Apr 2023
Improving Speech Translation by Cross-Modal Multi-Grained Contrastive Learning Hao Zhang Nianwen Si Yaqi Chen Wenlin Zhang Xukui Yang Dan Qu Weiqiang Zhang 37 9 0 20 Apr 2023