Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework

4 July 2023

Papers citing "Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework"

27 / 27 papers shown

Title
Powerful and Extensible WFST Framework for RNN-Transducer Losses A. Laptev Vladimir Bataev Igor Gitman Boris Ginsburg 46 3 0 18 Mar 2023
WhisperX: Time-Accurate Speech Transcription of Long-Form Audio Max Bain Jaesung Huh Tengda Han Andrew Zisserman 85 237 0 01 Mar 2023
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 130 3,623 0 06 Dec 2022
Peak-First CTC: Reducing the Peak Latency of CTC Models by Applying Peak-First Regularization Zhengkun Tian Hongyu Xiang Min Li Fei Lin Ke Ding Guanglu Wan 36 7 0 07 Nov 2022
Minimum Latency Training of Sequence Transducers for Streaming End-to-End Speech Recognition Yusuke Shinohara Shinji Watanabe AI4TS 55 10 0 04 Nov 2022
TrimTail: Low-Latency Streaming ASR with Simple but Effective Spectrogram-Level Length Penalty Xingcheng Song Di Wu Zhiyong Wu Binbin Zhang Yuekai Zhang Zhendong Peng Wenpeng Li Fuping Pan Changbao Zhu 83 8 0 01 Nov 2022
BRIO: Bringing Order to Abstractive Summarization Yixin Liu Pengfei Liu Dragomir R. Radev Graham Neubig 65 285 0 31 Mar 2022
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision Chenyang Huang Hao Zhou Osmar R. Zaïane Lili Mou Lei Li 120 59 0 14 Oct 2021
Why does CTC result in peaky behavior? Albert Zeyer Ralf Schluter Hermann Ney 42 46 0 31 May 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Changhan Wang M. Rivière Ann Lee Anne Wu Chaitanya Talnikar Daniel Haziza Mary Williamson J. Pino Emmanuel Dupoux SSL 80 484 0 02 Jan 2021
FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization Jiahui Yu Chung-Cheng Chiu Yue Liu Shuo-yiin Chang Tara N. Sainath ... A. Narayanan Wei Han Anmol Gulati Yonghui Wu Ruoming Pang 52 92 0 21 Oct 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 219 5,767 0 20 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 210 3,119 0 16 May 2020
Scaling Up Online Speech Recognition Using ConvNets Vineel Pratap Qiantong Xu Jacob Kahn Gilad Avidov Tatiana Likhomanenko Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 186 38 0 27 Jan 2020
Transformer-based Acoustic Modeling for Hybrid Speech Recognition Yongqiang Wang Abdel-rahman Mohamed Duc Le Chunxi Liu Alex Xiao ... Xiaohui Zhang Frank Zhang Christian Fuegen Geoffrey Zweig M. Seltzer 48 248 0 22 Oct 2019
On the Variance of the Adaptive Learning Rate and Beyond Liyuan Liu Haoming Jiang Pengcheng He Weizhu Chen Xiaodong Liu Jianfeng Gao Jiawei Han ODL 215 1,900 0 08 Aug 2019
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel S. Park William Chan Yu Zhang Chung-Cheng Chiu Barret Zoph E. D. Cubuk Quoc V. Le VLM 159 3,451 0 18 Apr 2019
Deep Audio-Visual Speech Recognition Triantafyllos Afouras Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 67 701 0 06 Sep 2018
Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models Rohit Prabhavalkar Tara N. Sainath Yonghui Wu Patrick Nguyen Zhiwen Chen Chung-Cheng Chiu Anjuli Kannan 48 162 0 05 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 593 130,942 0 12 Jun 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 259 5,360 0 03 Nov 2016
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System R. Collobert Christian Puhrsch Gabriel Synnaeve 3DV 56 283 0 11 Sep 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.8K 193,426 0 10 Dec 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 147 2,264 0 05 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,842 0 22 Dec 2014
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 176 2,124 0 17 Dec 2014
Sequence Transduction with Recurrent Neural Networks Alex Graves 165 1,866 0 14 Nov 2012