Very Deep Multilingual Convolutional Neural Networks for LVCSR

29 September 2015

Papers citing "Very Deep Multilingual Convolutional Neural Networks for LVCSR"

24 / 24 papers shown

Title
Shrinkage Initialization for Smooth Learning of Neural Networks Miao Cheng Feiyan Zhou Hongwei Zou Limin Wang AI4CE 36 0 0 12 Apr 2025
Introducing topography in convolutional neural networks Maxime Poli Emmanuel Dupoux Rachid Riad 31 0 0 28 Oct 2022
Distilling a Pretrained Language Model to a Multilingual ASR Model Kwanghee Choi Hyung-Min Park VLM 33 11 0 25 Jun 2022
Learning strides in convolutional neural networks Rachid Riad O. Teboul David Grangier Neil Zeghidour 36 41 0 03 Feb 2022
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 64 2,608 0 01 Apr 2020
Demon: Improved Neural Network Training with Momentum Decay John Chen Cameron R. Wolfe Zhaoqi Li Anastasios Kyrillidis ODL 24 15 0 11 Oct 2019
1D Convolutional Neural Networks and Applications: A Survey S. Kiranyaz Onur Avcı Osama Abdeljaber T. Ince Moncef Gabbouj D. Inman 3DV 30 1,880 0 09 May 2019
Gradient Scheduling with Global Momentum for Non-IID Data Distributed Asynchronous Training Chengjie Li Ruixuan Li Yining Qi Yuhua Li Pan Zhou Song Guo Keqin Li 27 15 0 21 Feb 2019
SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation Md Shamim Hussain M. A. Haque 28 48 0 01 Dec 2018
A Survey Investigating Usage of Virtual Personal Assistants Mateusz Dubiel Martin Halvey Leif Azzopardi 13 30 0 12 Jul 2018
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation Naoya Takahashi Nabarun Goswami Yuki Mitsufuji 39 141 0 07 May 2018
Speaker Embedding Extraction with Phonetic Information Yi Y. Liu Liang He Jia-Wei Liu Michael T. Johnson 14 67 0 13 Apr 2018
English Conversational Telephone Speech Recognition by Humans and Machines G. Saon Gakuto Kurata Tom Sercu Kartik Audhkhasi Samuel Thomas ... Bhuvana Ramabhadran M. Picheny L. Lim Bergul Roomi Phil Hall 26 364 0 06 Mar 2017
Dynamic Action Recognition: A convolutional neural network model for temporally organized joint location data Adhavan Jayabalan H. Karunakaran Shravan Murlidharan Tesia Shizume HAI 21 7 0 20 Dec 2016
Achieving Human Parity in Conversational Speech Recognition Wayne Xiong J. Droppo Xuedong Huang Frank Seide M. Seltzer A. Stolcke Dong Yu Geoffrey Zweig 41 576 0 17 Oct 2016
Very Deep Convolutional Neural Networks for Robust Speech Recognition Y. Qian P. Woodland 21 81 0 02 Oct 2016
Very Deep Convolutional Neural Networks for Raw Waveforms Wei Dai Chia Dai Shuhui Qu Juncheng Billy Li Samarjit Das 22 342 0 01 Oct 2016
Asynchronous Stochastic Gradient Descent with Delay Compensation Shuxin Zheng Qi Meng Taifeng Wang Wei Chen Nenghai Yu Zhiming Ma Tie-Yan Liu 32 312 0 27 Sep 2016
The Microsoft 2016 Conversational Speech Recognition System Wayne Xiong J. Droppo Xuedong Huang Frank Seide M. Seltzer A. Stolcke Dong Yu Geoffrey Zweig 31 289 0 12 Sep 2016
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System R. Collobert Christian Puhrsch Gabriel Synnaeve 3DV 31 283 0 11 Sep 2016
Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou 23 119 0 22 Aug 2016
Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video Chandrayee Basu Qian Yang M. Singhal Anca Dragan 51 174 0 25 Mar 2016
All you need is a good init Dmytro Mishkin Jirí Matas ODL 32 605 0 19 Nov 2015
Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks Stefan Lee Senthil Purushwalkam Michael Cogswell David J. Crandall Dhruv Batra FedML UQCV 22 309 0 19 Nov 2015