Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks

10 January 2017

Aaron Courville

Papers citing "Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks"

39 / 39 papers shown

Title
Graph Convolutions Enrich the Self-Attention in Transformers! Jeongwhan Choi Hyowon Wi Jayoung Kim Yehjin Shin Kookjin Lee Nathaniel Trask Noseong Park 35 4 0 07 Dec 2023
Quran Recitation Recognition using End-to-End Deep Learning Ahmad Al Harere Khloud Al Jallad 38 6 0 10 May 2023
Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization Hamza Kheddar Yassine Himeur S. Al-Maadeed Abbes Amira F. Bensaali 47 76 0 27 Apr 2023
Pyramid Multi-branch Fusion DCNN with Multi-Head Self-Attention for Mandarin Speech Recognition Kai Liu Hailiang Xiong Gangqiang Yang Zhengfeng Du Yewen Cao D. Shah 18 0 0 23 Mar 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 42 47 0 21 Mar 2023
Sequential Estimation of Gaussian Process-based Deep State-Space Models Yuhao Liu Marzieh Ajirak P. Djuric 26 12 0 29 Jan 2023
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 24 28 0 21 Dec 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting Thierry Desot François Portet Michel Vacher 27 12 0 17 Jul 2022
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition Sehoon Kim A. Gholami Albert Eaton Shaw Nicholas Lee K. Mangalam Jitendra Malik Michael W. Mahoney Kurt Keutzer 32 99 0 02 Jun 2022
Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator Guangzhi Sun C. Zhang P. Woodland 32 14 0 18 May 2022
Interpreting intermediate convolutional layers in unsupervised acoustic word classification Gašper Beguš Alan Zhou FAtt SSL 33 5 0 05 Oct 2021
SECDA: Efficient Hardware/Software Co-Design of FPGA-based DNN Accelerators for Edge Inference Jude Haris Perry Gibson José Cano Nicolas Bohm Agostini David Kaeli 44 19 0 01 Oct 2021
Performance Evaluation of Deep Convolutional Maxout Neural Network in Speech Recognition Arash Dehghani Seyyed Ali Seyyedsalehi 20 2 0 04 May 2021
Deep Model Intellectual Property Protection via Deep Watermarking Jie Zhang Dongdong Chen Jing Liao Weiming Zhang Huamin Feng G. Hua Nenghai Yu 33 106 0 08 Mar 2021
Review and Comparison of Commonly Used Activation Functions for Deep Neural Networks Tomasz Szandała 59 277 0 15 Oct 2020
Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks Yoonho Boo Sungho Shin Jungwook Choi Wonyong Sung MQ 30 29 0 30 Sep 2020
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup Jang-Hyun Kim Wonho Choo Hyun Oh Song AAML 28 381 0 15 Sep 2020
TASO: Time and Space Optimization for Memory-Constrained DNN Inference Yuan Wen Andrew Anderson Valentin Radu Michael F. P. O'Boyle David Gregg 21 10 0 21 May 2020
A Neural Network Based Framework for Archetypical Sound Synthesis E. Guizzo A. Novello 6 0 0 06 Mar 2020
Model Watermarking for Image Processing Networks Jie Zhang Dongdong Chen Jing Liao Han Fang Weiming Zhang Wenbo Zhou Hao Cui Nenghai Yu WIGM AAML 24 130 0 25 Feb 2020
CGCNN: Complex Gabor Convolutional Neural Network on raw speech Paul-Gauthier Noé Titouan Parcollet Mohamed Morchid 22 29 0 11 Feb 2020
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 18 104 0 13 Nov 2019
Automatic Compiler Based FPGA Accelerator for CNN Training S. Venkataramanaiah Yufei Ma Shihui Yin Eriko Nurvitadhi A. Dasu Yu Cao Jae-sun Seo 32 38 0 15 Aug 2019
Dependency-aware Attention Control for Unconstrained Face Recognition with Image Sets Xiaofeng Liu B. Kumar Chao Yang Qingming Tang J. You CVBM 23 42 0 05 Jul 2019
An ETF view of Dropout regularization Dor Bank Raja Giryes 8 4 0 14 Oct 2018
Deep Audio-Visual Speech Recognition Triantafyllos Afouras Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 27 687 0 06 Sep 2018
Identifying the sentiment styles of YouTube's vloggers Bennett Kleinberg Maximilian Mozes Isabelle van der Vegt 11 15 0 29 Aug 2018
Bridging the Accuracy Gap for 2-bit Quantized Neural Networks (QNN) Jungwook Choi P. Chuang Zhuo Wang Swagath Venkataramani Vijayalakshmi Srinivasan K. Gopalakrishnan MQ 13 75 0 17 Jul 2018
XNOR Neural Engine: a Hardware Accelerator IP for 21.6 fJ/op Binary Neural Network Inference Francesco Conti Pasquale Davide Schiavone Luca Benini 32 108 0 09 Jul 2018
Blockchain as a Service: A Decentralized and Secure Computing Paradigm G. Mendis Yifu Wu Jin Wei Moein Sabounchi Rigoberto Roche' 21 21 0 05 Jul 2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition Titouan Parcollet Wenjie Qu Mohamed Morchid C. Trabelsi G. Linarès R. Mori Yoshua Bengio 18 98 0 20 Jun 2018
DeepTerramechanics: Terrain Classification and Slip Estimation for Ground Robots via Deep Learning Ramón González K. Iagnemma 11 35 0 12 Jun 2018
Accelerating CNN inference on FPGAs: A Survey K. Abdelouahab Maxime Pelcat Jocelyn Serot F. Berry AI4CE 30 147 0 26 May 2018
PACT: Parameterized Clipping Activation for Quantized Neural Networks Jungwook Choi Zhuo Wang Swagath Venkataramani P. Chuang Vijayalakshmi Srinivasan K. Gopalakrishnan MQ 13 936 0 16 May 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 873 0 03 Mar 2018
Temporally Identity-Aware SSD with Attentional LSTM Xingyu Chen Junzhi Yu Zhengxing Wu 21 58 0 01 Mar 2018
Deep Speaker: an End-to-End Neural Speaker Embedding System Chao Li Xiaokong Ma B. Jiang Xiangang Li Xuewei Zhang Xiao-Chang Liu Ying Cao Ajay Kannan Zhenyao Zhu 16 492 0 05 May 2017
Sequence Modeling via Segmentations Chong-Jun Wang Yining Wang Po-Sen Huang Abdel-rahman Mohamed Dengyong Zhou Li Deng 19 44 0 24 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017