An Investigation of Monotonic Transducers for Large-Scale Automatic
Speech Recognition

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An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition

19 April 2022

Christian Fuegen

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Papers citing "An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition"

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Title
A Study of Transducer based End-to-End ASR with ESPnet: Architecture, Auxiliary Loss and Decoding Strategies Florian Boyer Yusuke Shinohara Takaaki Ishii Hirofumi Inaguma Shinji Watanabe 67 35 0 14 Jan 2022
Alignment Restricted Streaming Recurrent Neural Network Transducer Jay Mahadeokar Yuan Shangguan Duc Le Gil Keren Hang Su Thong Le Ching-Feng Yeh Christian Fuegen M. Seltzer AI4TS 66 66 0 05 Nov 2020
Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition Zhong Meng S. Parthasarathy Eric Sun Yashesh Gaur Naoyuki Kanda Liang Lu Xie Chen Rui Zhao Jinyu Li Jiawei Liu AuLLM 64 110 0 03 Nov 2020
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition Yangyang Shi Yongqiang Wang Chunyang Wu Ching-Feng Yeh Julian Chan Frank Zhang Duc Le M. Seltzer 139 172 0 21 Oct 2020
Differentiable Weighted Finite-State Transducers Awni Y. Hannun Vineel Pratap Jacob Kahn Wei-Ning Hsu 113 29 0 02 Oct 2020
Developing RNN-T Models Surpassing High-Performance Hybrid Models with Customization Capability Jinyu Li Rui Zhao Zhong Meng Yanqing Liu Wenning Wei ... V. Mazalov Zhenghao Wang Lei He Sheng Zhao Jiawei Liu 63 109 0 30 Jul 2020
A New Training Pipeline for an Improved Neural Transducer Albert Zeyer André Merboldt Ralf Schluter Hermann Ney AI4TS MedIm 55 52 0 19 May 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 229 3,160 0 16 May 2020
Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss Qian Zhang Han Lu Hasim Sak Anshuman Tripathi Erik McDermott Stephen Koo Shankar Kumar 95 481 0 07 Feb 2020
Improving RNN Transducer Modeling for End-to-End Speech Recognition Jinyu Li Rui Zhao Hu Hu Jiawei Liu 60 170 0 26 Sep 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 126 3,156 0 01 Apr 2019
ESPnet: End-to-End Speech Processing Toolkit Shinji Watanabe Takaaki Hori Shigeki Karita Tomoki Hayashi Jiro Nishitoba ... Jahn Heymann Sanjeev Khudanpur Nanxin Chen Adithya Renduchintala Tsubasa Ochiai VLM 120 1,514 0 30 Mar 2018
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 163 2,269 0 05 Aug 2015
Sequence Transduction with Recurrent Neural Networks Alex Graves 195 1,872 0 14 Nov 2012