EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding

29 July 2015

Papers citing "EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding"

50 / 264 papers shown

Title
Machine Learning and statistical classification of CRISPR-Cas12a diagnostic assays Nathan Khosla Jake M. Lesinski Marcus Haywood-Alexander Andrew J. deMello Daniel A. Richards 36 0 0 08 Jan 2025
Target word activity detector: An approach to obtain ASR word boundaries without lexicon S. Sivasankaran Eric Sun Jinyu Li Yan-ping Huang Jing Pan 30 0 0 20 Sep 2024
Comparing Discrete and Continuous Space LLMs for Speech Recognition Yaoxun Xu Shi-Xiong Zhang Jianwei Yu Zhiyong Wu Dong Yu AuLLM 17 3 0 01 Sep 2024
Benchmarking the Performance of Large Language Models on the Cerebras Wafer Scale Engine Zuoning Zhang Dhruv Parikh Youning Zhang Viktor Prasanna 31 1 0 30 Aug 2024
Improving Speech Recognition Error Prediction for Modern and Off-the-shelf Speech Recognizers Prashant Serai Peidong Wang Eric Fosler-Lussier 24 6 0 21 Aug 2024
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition Ye Bai Jingping Chen Jitong Chen Wei Chen Zhuo Chen ... Wanyi Zhang Yang Zhang Yawei Zhang Yijie Zheng Ming Zou AuLLM 49 19 0 05 Jul 2024
Decoder-only Architecture for Streaming End-to-end Speech Recognition E. Tsunoo Hayato Futami Yosuke Kashiwagi Siddhant Arora Shinji Watanabe RALM AuLLM 36 6 0 23 Jun 2024
Transformer-based Model for ASR N-Best Rescoring and Rewriting Iwen E. Kang Christophe Van Gysel Man-Hung Siu 39 2 0 12 Jun 2024
Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision Saierdaer Yusuyin Te Ma Hao Huang Wenbo Zhao Zhijian Ou 49 2 0 04 Jun 2024
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models Dominik Wagner Alexander W. Churchill Siddharth Sigtia Panayiotis Georgiou Matt Mirsamadi Aarshee Mishra Erik Marchi 49 6 0 21 Mar 2024
A unified multichannel far-field speech recognition system: combining neural beamforming with attention based end-to-end model Dongdi Zhao Jianbo Ma Lu Lu Jinke Li Xuan Ji Lei Zhu Fuming Fang Ming-Yu Liu Feijun Jiang 15 1 0 05 Jan 2024
Revisiting the Entropy Semiring for Neural Speech Recognition Oscar Chang DongSeon Hwang Olivier Siohan 24 2 0 13 Dec 2023
Multimodal Data and Resource Efficient Device-Directed Speech Detection with Large Foundation Models Dominik Wagner Alexander W. Churchill Siddharth Sigtia Panayiotis Georgiou Matt Mirsamadi Aarshee Mishra Erik Marchi 17 3 0 06 Dec 2023
Hierarchically Gated Recurrent Neural Network for Sequence Modeling Zhen Qin Songlin Yang Yiran Zhong 36 74 0 08 Nov 2023
Personalization of CTC-based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization Zhihong Lei Ernest Pusateri Shiyi Han Leo Liu Mingbin Xu ... R. Travadi Youyuan Zhang Mirko Hannemann Man-Hung Siu Zhen Huang 23 9 0 16 Oct 2023
Learning from Flawed Data: Weakly Supervised Automatic Speech Recognition Dongji Gao Hainan Xu Desh Raj Leibny Paola García Perera Daniel Povey Sanjeev Khudanpur 27 4 0 26 Sep 2023
Massive End-to-end Models for Short Search Queries Weiran Wang Rohit Prabhavalkar Dongseong Hwang Qiujia Li K. Sim ... Zhong Meng CJ Zheng Yanzhang He Tara N. Sainath P. M. Mengibar 32 2 0 22 Sep 2023
Self-distillation Regularized Connectionist Temporal Classification Loss for Text Recognition: A Simple Yet Effective Approach Ziyin Zhang Ning Lu Minghui Liao Yongshuai Huang Cheng Li Min Wang Wei Peng 28 11 0 17 Aug 2023
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition Hanjing Zhu Dongji Gao Gaofeng Cheng Daniel Povey Pengyuan Zhang Yonghong Yan NoLa 38 4 0 12 Aug 2023
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition E. Tsunoo Hayato Futami Yosuke Kashiwagi Siddhant Arora Shinji Watanabe 27 4 0 24 Jul 2023
Accelerating Transducers through Adjacent Token Merging Yuang Li Yu-Huan Wu Jinyu Li Shujie Liu 22 4 0 28 Jun 2023
EM-Network: Oracle Guided Self-distillation for Sequence Learning J. Yoon Sunghwan Ahn Hyeon Seung Lee Minchan Kim Seokhwan Kim N. Kim VLM 30 2 0 14 Jun 2023
Improving Frame-level Classifier for Word Timings with Non-peaky CTC in End-to-End Automatic Speech Recognition Xianzhao Chen Yist Y. Lin Kang Wang Yi He Zejun Ma 26 2 0 09 Jun 2023
Bypass Temporal Classification: Weakly Supervised Automatic Speech Recognition with Imperfect Transcripts Dongji Gao Matthew Wiesner Hainan Xu Leibny Paola García Daniel Povey Sanjeev Khudanpur 13 8 0 01 Jun 2023
Weakly-supervised forced alignment of disfluent speech using phoneme-level modeling Theodoros Kouzelis Georgios Paraskevopoulos Athanasios Katsamanis V. Katsouros 18 8 0 30 May 2023
Study of GANs for Noisy Speech Simulation from Clean Speech L. Maben Zixun Guo Chen Chen Utkarsh Chudiwal Chng Eng Siong 14 0 0 21 May 2023
Blank-regularized CTC for Frame Skipping in Neural Transducer Yifan Yang Xiaoyu Yang Liyong Guo Zengwei Yao Wei Kang Fangjun Kuang Long Lin Xie Chen Daniel Povey 16 8 0 19 May 2023
Masked Audio Text Encoders are Effective Multi-Modal Rescorers Jason (Jinglun) Cai Monica Sunkara Xilai Li Anshu Bhatia Xiao Pan S. Bodapati 28 3 0 11 May 2023
Powerful and Extensible WFST Framework for RNN-Transducer Losses A. Laptev Vladimir Bataev Igor Gitman Boris Ginsburg 21 3 0 18 Mar 2023
End-to-End Speech Recognition: A Survey Rohit Prabhavalkar Takaaki Hori Tara N. Sainath Ralf Schluter Shinji Watanabe VLM 26 149 0 03 Mar 2023
LiteLSTM Architecture Based on Weights Sharing for Recurrent Neural Networks Nelly Elsayed Zag ElSayed Anthony Maida 29 0 0 12 Jan 2023
Once-for-All Sequence Compression for Self-Supervised Speech Models Hsuan-Jui Chen Yen Meng Hung-yi Lee 27 4 0 04 Nov 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu Yang Zhang Kaizhi Qian Zhifan Ye Zhongzhi Yu Cheng-I Jeff Lai Yingyan Lin 27 8 0 02 Nov 2022
Blank Collapse: Compressing CTC emission for the faster decoding Minkyu Jung Ohhyeok Kwon S. Seo Soonshin Seo 31 3 0 31 Oct 2022
Improving Semi-supervised End-to-end Automatic Speech Recognition using CycleGAN and Inter-domain Losses C. Li Ngoc Thang Vu 21 2 0 20 Oct 2022
End-to-End Integration of Speech Recognition, Dereverberation, Beamforming, and Self-Supervised Learning Representation Yoshiki Masuyama Xuankai Chang Samuele Cornell Shinji Watanabe Nobutaka Ono 17 19 0 19 Oct 2022
LeVoice ASR Systems for the ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge Yan Jia Mihee Hong Jingyu Hou Kailong Ren Sifan Ma Jin Wang Fangzhen Peng Yinglin Ji Lin Yang Junjie Wang 25 1 0 14 Oct 2022
On Compressing Sequences for Self-Supervised Speech Models Yen Meng Hsuan-Jui Chen Jiatong Shi Shinji Watanabe Paola García Hung-yi Lee Hao Tang SSL 15 14 0 13 Oct 2022
ASR2K: Speech Recognition for Around 2000 Languages without Audio Xinjian Li Florian Metze David R. Mortensen A. Black Shinji Watanabe 20 27 0 06 Sep 2022
A Deep Learning Approach to Detect Lean Blowout in Combustion Systems Tryambak Gangopadhyay S. De Qisai Liu A. Mukhopadhyay S. Sen S. Sarkar 18 1 0 03 Aug 2022
PoLyScriber: Integrated Fine-tuning of Extractor and Lyrics Transcriber for Polyphonic Music Xiaoxue Gao Chitralekha Gupta Haizhou Li 33 7 0 15 Jul 2022
Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies Zehan Li Haoran Miao Keqi Deng Gaofeng Cheng Sanli Tian Ta Li Yonghong Yan KELM 24 4 0 06 Jul 2022
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models Daniel Bermuth Alexander Poeppel W. Reif 23 7 0 29 Jun 2022
Residual Language Model for End-to-end Speech Recognition E. Tsunoo Yosuke Kashiwagi Chaitanya Narisetty Shinji Watanabe 17 11 0 15 Jun 2022
LegoNN: Building Modular Encoder-Decoder Models Siddharth Dalmia Dmytro Okhonko M. Lewis Sergey Edunov Shinji Watanabe Florian Metze Luke Zettlemoyer Abdel-rahman Mohamed AuLLM MoE 29 14 0 07 Jun 2022
Improving CTC-based ASR Models with Gated Interlayer Collaboration Yuting Yang Yuke Li Binbin Du 28 11 0 25 May 2022
Insights on Neural Representations for End-to-End Speech Recognition A. Ollerenshaw Md. Asif Jalal Thomas Hain 14 7 0 19 May 2022
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages Felix Wu Kwangyoun Kim Shinji Watanabe Kyu Jeong Han Ryan T. McDonald Kilian Q. Weinberger Yoav Artzi SyDa 45 37 0 02 May 2022
Supervised Attention in Sequence-to-Sequence Models for Speech Recognition Gene-Ping Yang Hao Tang 15 2 0 25 Apr 2022
Memory-Efficient Training of RNN-Transducer with Sampled Softmax Jaesong Lee Lukas Lee Shinji Watanabe 25 8 0 31 Mar 2022