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
Affective social anthropomorphic intelligent system Md. Adyelullahil Mamun Hasnat Md. Abdullah Md. Golam Rabiul Alam Muhammad Mehedi Hassan Md. Zia Uddin 19 1 0 19 Apr 2023
Dynamic Chunk Convolution for Unified Streaming and Non-Streaming Conformer ASR Xilai Li Goeric Huybrechts S. Ronanki Jeffrey J. Farris S. Bodapati 40 6 0 18 Apr 2023
Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning Nikhil Singh Chih-Wei Wu Iroro Orife Mahdi M. Kalayeh 30 2 0 12 Apr 2023
Margin-Mixup: A Method for Robust Speaker Verification in Multi-Speaker Audio Jenthe Thienpondt N. Madhu Kris Demuynck 32 4 0 07 Apr 2023
Efficient Audio Captioning Transformer with Patchout and Text Guidance Thodoris Kouzelis Grigoris Bastas Athanasios Katsamanis Alexandros Potamianos ViT 32 6 0 06 Apr 2023
Practical Conformer: Optimizing size, speed and flops of Conformer for on-Device and cloud ASR Rami Botros Anmol Gulati Tara N. Sainath K. Choromanski Ruoming Pang Trevor Strohman Weiran Wang Jiahui Yu MQ 28 3 0 31 Mar 2023
When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP Sara Papi Marco Gaido Andrea Pilzer Matteo Negri 59 10 0 28 Mar 2023
Towards Diverse and Coherent Augmentation for Time-Series Forecasting Xiyuan Zhang Ranak Roy Chowdhury Jingbo Shang Rajesh K. Gupta Dezhi Hong AI4TS 32 4 0 24 Mar 2023
Beyond Universal Transformer: block reusing with adaptor in Transformer for automatic speech recognition Haoyu Tang Zhaoyi Liu Chang Zeng Xinfeng Li 34 1 0 23 Mar 2023
Exploring Turkish Speech Recognition via Hybrid CTC/Attention Architecture and Multi-feature Fusion Network Zeyu Ren Nurmemet Yolwas Huiru Wang Wushour Slamu 31 0 0 22 Mar 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 46 47 0 21 Mar 2023
Exploring Representation Learning for Small-Footprint Keyword Spotting Fan Cui Liyong Guo Quandong Wang Peng Gao Yujun Wang SSL 22 3 0 20 Mar 2023
Relate auditory speech to EEG by shallow-deep attention-based network Fan Cui Liyong Guo Lang He Jiyao Liu Ercheng Pei Yujun Wang Dengyang Jiang 23 3 0 20 Mar 2023
Enhancing Unsupervised Audio Representation Learning via Adversarial Sample Generation Yulin Pan Xiangteng He Biao Gong Yuxin Peng Yiliang Lv SSL 24 0 0 15 Mar 2023
Improving Accented Speech Recognition with Multi-Domain Training Lucas Maison Yannick Esteve 26 7 0 14 Mar 2023
Dynamic Alignment Mask CTC: Improved Mask-CTC with Aligned Cross Entropy Xulong Zhang Haobin Tang Jianzong Wang Ning Cheng Jian Luo Jing Xiao 30 2 0 14 Mar 2023
Robust Knowledge Distillation from RNN-T Models With Noisy Training Labels Using Full-Sum Loss Mohammad Zeineldeen Kartik Audhkhasi M. Baskar Bhuvana Ramabhadran 24 2 0 10 Mar 2023
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies Dat Ngo L. D. Pham Huy P Phan Minh Tran D. Jarchi Ş. Kolozali 32 3 0 07 Mar 2023
The DKU Post-Challenge Audio-Visual Wake Word Spotting System for the 2021 MISP Challenge: Deep Analysis Haoxu Wang Ming Cheng Qiang Fu Ming Li 41 8 0 04 Mar 2023
Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers Heinrich Dinkel Yongqing Wang Zhiyong Yan Junbo Zhang Yujun Wang 41 4 0 03 Mar 2023
N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space Rao Ma Mark Gales Kate Knill Mengjie Qian 11 32 0 01 Mar 2023
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator Vladimir Bataev Roman Korostik Evgeny Shabalin Vitaly Lavrukhin Boris Ginsburg VLM 38 14 0 27 Feb 2023
Cross-modal Audio-visual Co-learning for Text-independent Speaker Verification Meng Liu Kong Aik Lee Longbiao Wang Hanyi Zhang Chang Zeng J. Dang 23 10 0 22 Feb 2023
Advancing Stuttering Detection via Data Augmentation, Class-Balanced Loss and Multi-Contextual Deep Learning S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 24 16 0 21 Feb 2023
Front-End Adapter: Adapting Front-End Input of Speech based Self-Supervised Learning for Speech Recognition Xie Chen Ziyang Ma Changli Tang Yujin Wang Zhi-shen Zheng 13 4 0 18 Feb 2023
JEIT: Joint End-to-End Model and Internal Language Model Training for Speech Recognition Zhong Meng Weiran Wang Rohit Prabhavalkar Tara N. Sainath Tongzhou Chen Ehsan Variani Yu Zhang Bo-wen Li Andrew Rosenberg Bhuvana Ramabhadran AuLLM VLM 36 11 0 16 Feb 2023
Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators Malte J. Rasch C. Mackin Manuel Le Gallo An Chen A. Fasoli ... P. Narayanan H. Tsai G. Burr Abu Sebastian Vijay Narayanan 15 86 0 16 Feb 2023
An Attention-based Approach to Hierarchical Multi-label Music Instrument Classification Zhi-Wei Zhong M. Hirano Kazuki Shimada Kazuya Tateishi Shusuke Takahashi Yuki Mitsufuji 23 12 0 16 Feb 2023
Personalized Audio Quality Preference Prediction Chung-Che Wang Yu-Chun Lin Yu-Teng Hsu J. Jang 22 1 0 16 Feb 2023
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems Jiajun Deng Xurong Xie Tianzi Wang Mingyu Cui Boyang Xue Zengrui Jin Guinan Li Shujie Hu Xunying Liu 26 5 0 15 Feb 2023
Multi-Source Contrastive Learning from Musical Audio C. Garoufis Athanasia Zlatintsi Petros Maragos 34 6 0 14 Feb 2023
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization Spandan Dey Md. Sahidullah G. Saha 21 11 0 10 Feb 2023
Efficient Domain Adaptation for Speech Foundation Models Bo-wen Li DongSeon Hwang Zhouyuan Huo Junwen Bai Guru Prakash ... K. Sim Yu Zhang Wei Han Trevor Strohman F. Beaufays AI4CE 46 23 0 03 Feb 2023
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition Minglun Han Qingyu Wang Tielin Zhang Yi Wang Duzhen Zhang Bo Xu 28 29 0 02 Feb 2023
Epic-Sounds: A Large-scale Dataset of Actions That Sound Jaesung Huh Jacob Chalk Evangelos Kazakos Dima Damen Andrew Zisserman EgoV 29 41 0 01 Feb 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 50 2 0 26 Jan 2023
Leveraging Speaker Embeddings with Adversarial Multi-task Learning for Age Group Classification Kwangje Baeg Yeong-Gwan Kim Youngsub Han Byoung-Ki Jeon 24 0 0 22 Jan 2023
BayesSpeech: A Bayesian Transformer Network for Automatic Speech Recognition Will Rieger BDL UQCV 21 0 0 16 Jan 2023
Training one model to detect heart and lung sound events from single point auscultations Leander Melms Robert R. Ilesan Ulrich Köhler O. Hildebrandt R. Conradt ... Jürgen R. Schaefer Tobias Müller J. Obergassel Nadine Schlicker M. Hirsch 26 2 0 15 Jan 2023
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting L. Hansen R. Rocca A. Simonsen A. Parola V. Bliksted ... Dan Bang Kristian Tylén Ethan Weed S. Ostergaard Riccardo Fusaroli 51 3 0 13 Jan 2023
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek Georgios Paraskevopoulos Theodoros Kouzelis Georgios Rouvalis Athanasios Katsamanis Vassilis Katsouros Alexandros Potamianos VLM 30 7 0 31 Dec 2022
ReVISE: Self-Supervised Speech Resynthesis with Visual Input for Universal and Generalized Speech Enhancement Wei-Ning Hsu Tal Remez Bowen Shi Jacob Donley Yossi Adi DiffM 27 12 0 21 Dec 2022
Randomized Quantization: A Generic Augmentation for Data Agnostic Self-supervised Learning Huimin Wu Chenyang Lei Xiao Sun Pengju Wang Qifeng Chen Kwang-Ting Cheng Stephen Lin Zhirong Wu MQ 38 5 0 19 Dec 2022
SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations Ioannis Tsiamas José A. R. Fonollosa Marta R. Costa-jussá 43 6 0 19 Dec 2022
WACO: Word-Aligned Contrastive Learning for Speech Translation Siqi Ouyang Rong Ye Lei Li 32 25 0 19 Dec 2022
Audiovisual Masked Autoencoders Mariana-Iuliana Georgescu Eduardo Fonseca Radu Tudor Ionescu Mario Lucic Cordelia Schmid Anurag Arnab SSL 39 43 0 09 Dec 2022
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models Jinze Bai Rui Men Han Yang Xuancheng Ren Kai Dang ... Wenhang Ge Jianxin Ma Junyang Lin Jingren Zhou Chang Zhou 37 15 0 08 Dec 2022
LMEC: Learnable Multiplicative Absolute Position Embedding Based Conformer for Speech Recognition Yuguang Yang Yu Pan Jingjing Yin Heng Lu 32 3 0 05 Dec 2022
Improving End-to-end Speech Translation by Leveraging Auxiliary Speech and Text Data Yuhao Zhang Chen Xu Bojie Hu Chunliang Zhang Tong Xiao Jingbo Zhu 29 15 0 04 Dec 2022
SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition Yichong Leng Xu Tan Wenjie Liu Kaitao Song Rui Wang Xiang-Yang Li Tao Qin Ed Lin Tie-Yan Liu 34 15 0 02 Dec 2022