v1v2 (latest)

Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input

28 October 2020

Zhiyong Wu

Papers citing "Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input"

24 / 24 papers shown

Title
Automatic Speech Recognition with BERT and CTC Transformers: A Review Noussaiba Djeffal Hamza Kheddar Djamel Addou A. Mazari Yassine Himeur 95 20 0 12 Oct 2024
Paraformer-v2: An improved non-autoregressive transformer for noise-robust speech recognition Keyu An Zerui Li Zhifu Gao Shiliang Zhang 98 2 0 26 Sep 2024
Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask Tianzi Wang Xurong Xie Zhaoqing Li Shoukang Hu Zengrui Jin ... Shujie Hu Mengzhe Geng Guinan Li Helen Meng Xunying Liu 67 0 0 14 Jun 2024
Joint Beam Search Integrating CTC, Attention, and Transducer Decoders Yui Sudo Muhammad Shakeel Yosuke Fukumoto Brian Yan Jiatong Shi Yifan Peng Shinji Watanabe 80 3 0 05 Jun 2024
Fingerspelling PoseNet: Enhancing Fingerspelling Translation with Pose-Based Transformer Models Pooya Fayyazsanavi Negar Nejatishahidin Jana Kosecka SLR 56 1 0 20 Nov 2023
A Lexical-aware Non-autoregressive Transformer-based ASR Model Chong Lin Kuan-Yu Chen AI4TS 52 1 0 18 May 2023
Dynamic Alignment Mask CTC: Improved Mask-CTC with Aligned Cross Entropy Xulong Zhang Haobin Tang Jianzong Wang Ning Cheng Jian Luo Jing Xiao 61 2 0 14 Mar 2023
4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict decoders Yui Sudo Muhammad Shakeel Brian Yan Jiatong Shi Shinji Watanabe 41 10 0 21 Dec 2022
A context-aware knowledge transferring strategy for CTC-based ASR Keda Lu Kuan-Yu Chen 56 16 0 12 Oct 2022
Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition Chendong Zhao Jianzong Wang Wentao Wei Xiaoyang Qu Haoqian Wang Jing Xiao 70 2 0 30 Sep 2022
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition Kai Zhen Hieu Duy Nguyen Ravi Chinta Nathan Susanj Athanasios Mouchtaris Tariq Afzal Ariya Rastrow MQ 57 12 0 30 Jun 2022
Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition Zhifu Gao Shiliang Zhang Ian Mcloughlin Zhijie Yan 81 110 0 16 Jun 2022
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Yisheng Xiao Lijun Wu Junliang Guo Juntao Li Hao Fei Tao Qin Tie-Yan Liu 3DV MedIm AI4CE 96 89 0 20 Apr 2022
Improving non-autoregressive end-to-end speech recognition with pre-trained acoustic and language models Keqi Deng Zehui Yang Shinji Watanabe Yosuke Higuchi Gaofeng Cheng Pengyuan Zhang 61 23 0 25 Jan 2022
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI Jinchuan Tian Jianwei Yu Chao Weng Shi-Xiong Zhang Dan Su Dong Yu Yuexian Zou AuLLM 77 13 0 05 Dec 2021
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 160 377 0 02 Nov 2021
Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden Intermediates Hirofumi Inaguma Siddharth Dalmia Brian Yan Shinji Watanabe 99 11 0 27 Sep 2021
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition Guolin Zheng Yubei Xiao Ke Gong Pan Zhou Xiaodan Liang Liang Lin 69 26 0 19 Sep 2021
Non-autoregressive Transformer with Unified Bidirectional Decoder for Automatic Speech Recognition Chuan-Fei Zhang Yang Liu Tianren Zhang Songlu Chen Feng Chen Xu-Cheng Yin 51 8 0 14 Sep 2021
Decoupling recognition and transcription in Mandarin ASR Jiahong Yuan Xingyu Cai Dongji Gao Renjie Zheng Liang Huang Kenneth Church 66 9 0 02 Aug 2021
CarneliNet: Neural Mixture Model for Automatic Speech Recognition A. Kalinov Somshubra Majumdar Jagadeesh Balam Boris Ginsburg MoE 44 3 0 22 Jul 2021
An Improved Single Step Non-autoregressive Transformer for Automatic Speech Recognition Ruchao Fan Wei Chu Peng Chang Jing Xiao Abeer Alwan 75 15 0 18 Jun 2021
Non-autoregressive Transformer-based End-to-end ASR using BERT Fu-Hao Yu Kuan-Yu Chen 48 23 0 10 Apr 2021
TSNAT: Two-Step Non-Autoregressvie Transformer Models for Speech Recognition Zhengkun Tian Jiangyan Yi J. Tao Ye Bai Shuai Zhang Zhengqi Wen Xuefei Liu 49 19 0 04 Apr 2021