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On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition

28 May 2020

Papers citing "On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition"

50 / 59 papers shown

Title
TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree A. Andrusenko Vladimir Bataev Lilit Grigoryan Vitaly Lavrukhin Boris Ginsburg 36 1 0 09 Aug 2025
What is Learnt by the LEArnable Front-end (LEAF)? Adapting Per-Channel Energy Normalisation (PCEN) to Noisy Conditions Hanyu Meng V. Sethu E. Ambikairajah 114 2 0 10 Apr 2024
USM-Lite: Quantization and Sparsity Aware Fine-tuning for Speech Recognition with Universal Speech Models Shaojin Ding David Qiu David Rim Yanzhang He Oleg Rybakov ... Tara N. Sainath Zhonglin Han Jian Li Amir Yazdanbakhsh Shivani Agrawal MQ 178 13 0 13 Dec 2023
Decoupling and Interacting Multi-Task Learning Network for Joint Speech and Accent Recognition Qijie Shao Pengcheng Guo Jinghao Yan Pengfei Hu Lei Xie 88 9 0 13 Nov 2023
Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer Lu Huang Yangqiu Song Jun Zhang Lu Lu Zejun Ma 127 4 0 07 Jun 2023
RAND: Robustness Aware Norm Decay For Quantized Seq2seq Models David Qiu David Rim Shaojin Ding Oleg Rybakov Yanzhang He MQ 95 4 0 24 May 2023
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR Yuchen Hu Cheng Chen Qiu-shi Zhu Eng Siong Chng 153 16 0 11 Apr 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Muhammad Usama Junaid Qadir 221 55 0 21 Mar 2023
Speaker Change Detection for Transformer Transducer ASR Jian Wu Zhuo Chen Min Hu Xiong Xiao Jinyu Li 59 4 0 16 Feb 2023
Fast and accurate factorized neural transducer for text adaption of end-to-end speech recognition models Rui Zhao Jian Xue P. Parthasarathy Veljko Miljanic Jinyu Li 93 14 0 05 Dec 2022
SSCFormer: Push the Limit of Chunk-wise Conformer for Streaming ASR Using Sequentially Sampled Chunks and Chunked Causal Convolution Fangyuan Wang Bo Xu Bo Xu 128 0 0 21 Nov 2022
Streaming, fast and accurate on-device Inverse Text Normalization for Automatic Speech Recognition Yashesh Gaur Nick Kibre Jian Xue Kangyuan Shu Yuhui Wang Issac Alphonso Jinyu Li Jiawei Liu 56 7 0 07 Nov 2022
Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system Li Li Dongxing Xu Haoran Wei Yanhua Long 117 2 0 03 Nov 2022
UFO2: A unified pre-training framework for online and offline speech recognition Li Fu Siqi Li Qingtao Li L. Deng Fangzhu Li Lu Fan Meng Chen Xiaodong He OffRL 139 8 0 26 Oct 2022
Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting Saket Dingliwal Monica Sunkara S. Bodapati S. Ronanki Jeffrey J. Farris Katrin Kirchhoff 92 0 0 18 Oct 2022
Acoustic-aware Non-autoregressive Spell Correction with Mask Sample Decoding Ruchao Fan Guoli Ye Yashesh Gaur Jinyu Li 72 4 0 16 Oct 2022
JOIST: A Joint Speech and Text Streaming Model For ASR Tara N. Sainath Rohit Prabhavalkar Ankur Bapna Yu Zhang Zhouyuan Huo Zhehuai Chen Yue Liu Weiran Wang Trevor Strohman RALM AuLLM 113 36 0 13 Oct 2022
A Comparison of Transformer, Convolutional, and Recurrent Neural Networks on Phoneme Recognition Kyuhong Shim Wonyong Sung 97 2 0 01 Oct 2022
Federated Pruning: Improving Neural Network Efficiency with Federated Learning Rongmei Lin Yonghui Xiao Tien-Ju Yang Ding Zhao Li Xiong Giovanni Motta Franccoise Beaufays FedML 90 12 0 14 Sep 2022
A Language Agnostic Multilingual Streaming On-Device ASR System Yue Liu Tara N. Sainath Ruoming Pang Shuo-yiin Chang Qiumin Xu ... Qiao Liang Heguang Liu Yanzhang He Parisa Haghani Sameer Bidichandani AuLLM 68 11 0 29 Aug 2022
Multiple-hypothesis RNN-T Loss for Unsupervised Fine-tuning and Self-training of Neural Transducer Cong-Thanh Do Mohan Li R. Doddipatla 71 3 0 29 Jul 2022
Learning a Dual-Mode Speech Recognition Model via Self-Pruning Chunxi Liu Yuan Shangguan Haichuan Yang Yangyang Shi Raghuraman Krishnamoorthi Ozlem Kalinli SSL 135 7 0 25 Jul 2022
Ultra Fast Speech Separation Model with Teacher Student Learning Sanyuan Chen Yu-Huan Wu Zhuo Chen Jian Wu Takuya Yoshioka Shujie Liu Jinyu Li Xiangzhan Yu 84 14 0 27 Apr 2022
An Empirical Study of Language Model Integration for Transducer based Speech Recognition Huahuan Zheng Keyu An Zhijian Ou Chen Huang Ke Ding Guanglu Wan 89 5 0 31 Mar 2022
4-bit Conformer with Native Quantization Aware Training for Speech Recognition Shaojin Ding Phoenix Meadowlark Yanzhang He Lukasz Lew Shivani Agrawal Oleg Rybakov MQ 177 37 0 29 Mar 2022
Run-and-back stitch search: novel block synchronous decoding for streaming encoder-decoder ASR E. Tsunoo Chaitanya Narisetty Michael Hentschel Yosuke Kashiwagi Shinji Watanabe 53 2 0 25 Jan 2022
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Shou-Yong Hu Xurong Xie Mingyu Cui Jiajun Deng Shansong Liu Jianwei Yu Mengzhe Geng Xunying Liu Helen Meng 117 27 0 08 Jan 2022
Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition K. Kumatani R. Gmyr Andres Felipe Cruz Salinas Linquan Liu Wei Zuo Devang Patel Eric Sun Yu Shi MoE 170 21 0 10 Dec 2021
Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition Junhao Xu Jianwei Yu Shoukang Hu Xunying Liu Helen Meng MQ 119 17 0 29 Nov 2021
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 238 397 0 02 Nov 2021
Multilingual Speech Recognition using Knowledge Transfer across Learning Processes Rimita Lahiri K. Kumatani Eric Sun Yao Qian 111 6 0 15 Oct 2021
SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition Li Fu Xiaoxiao Li Runyu Wang Lu Fan Zhengchen Zhang Meng Chen Youzheng Wu Xiaodong He SSL 58 3 0 08 Oct 2021
Internal Language Model Adaptation with Text-Only Data for End-to-End Speech Recognition Zhong Meng Yashesh Gaur Naoyuki Kanda Jinyu Li Xie Chen Yu Wu Yifan Gong AuLLM 93 33 0 06 Oct 2021
Tied & Reduced RNN-T Decoder Rami Botros Tara N. Sainath R. David Emmanuel Guzman Wei Li Yanzhang He 114 55 0 15 Sep 2021
VAD-free Streaming Hybrid CTC/Attention ASR for Unsegmented Recording Hirofumi Inaguma Tatsuya Kawahara 126 2 0 15 Jul 2021
A Configurable Multilingual Model is All You Need to Recognize All Languages Long Zhou Jinyu Li Eric Sun Shujie Liu 161 44 0 13 Jul 2021
A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition Shigeki Karita Yotaro Kubo M. Bacchiani Llion Jones 57 13 0 09 Jun 2021
Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition Zhong Meng Yu-Huan Wu Naoyuki Kanda Liang Lu Xie Chen Guoli Ye Eric Sun Jinyu Li Jiawei Liu MoMe 105 22 0 04 Jun 2021
Scaling End-to-End Models for Large-Scale Multilingual ASR Yue Liu Ruoming Pang Tara N. Sainath Anmol Gulati Yu Zhang James Qin Parisa Haghani Wenjie Huang Min Ma Junwen Bai CLL 184 80 0 30 Apr 2021
On Addressing Practical Challenges for RNN-Transducer Rui Zhao Jian Xue Jinyu Li Wenning Wei Lei He Jiawei Liu 92 32 0 27 Apr 2021
Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers Yusuke Kida Tatsuya Komatsu M. Togami 57 1 0 21 Apr 2021
XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition Zi-qiang Zhang Yan Song Ming Wu Xin Fang Lirong Dai SSL 68 21 0 15 Mar 2021
Alignment Knowledge Distillation for Online Streaming Attention-based Speech Recognition Hirofumi Inaguma Tatsuya Kawahara 174 15 0 28 Feb 2021
Meta-Learning for improving rare word recognition in end-to-end ASR Florian Lux Ngoc Thang Vu 543 12 0 25 Feb 2021
Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition Zhong Meng Naoyuki Kanda Yashesh Gaur S. Parthasarathy Eric Sun Liang Lu Xie Chen Jinyu Li Jiawei Liu AuLLM 136 53 0 02 Feb 2021
Transformer Based Deliberation for Two-Pass Speech Recognition Ke Hu Ruoming Pang Tara N. Sainath Trevor Strohman 104 40 0 27 Jan 2021
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data Chengyi Wang Yu-Huan Wu Yao Qian K. Kumatani Shujie Liu Furu Wei Michael Zeng Xuedong Huang OT SSL 142 121 0 19 Jan 2021
A Better and Faster End-to-End Model for Streaming ASR Yue Liu Anmol Gulati Jiahui Yu Tara N. Sainath Chung-Cheng Chiu ... Wei Han Qiao Liang Yu Zhang Trevor Strohman Yonghui Wu AuLLM 203 125 0 21 Nov 2020
Deep Shallow Fusion for RNN-T Personalization Duc Le Gil Keren Julian Chan Jay Mahadeokar Christian Fuegen M. Seltzer 105 85 0 16 Nov 2020
The CUHK-TUDELFT System for The SLT 2021 Children Speech Recognition Challenge Si-Ioi Ng W. Liu Zhiyuan Peng Siyuan Feng Hingpang Huang O. Scharenborg Tan Lee 3DV 50 8 0 12 Nov 2020