Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition

22 October 2020

Papers citing "Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition"

31 / 31 papers shown

Title
Evaluating ASR Confidence Scores for Automated Error Detection in User-Assisted Correction Interfaces Korbinian Kuhn Verena Kersken Gottfried Zimmermann 64 0 0 19 Mar 2025
Confidence Estimation for Automatic Detection of Depression and Alzheimer's Disease Based on Clinical Interviews Wen Wu C. Zhang P. Woodland 37 1 0 29 Jul 2024
Error Correction by Paying Attention to Both Acoustic and Confidence References for Automatic Speech Recognition Yuchun Shu Bo Hu Yifeng He Hao Shi Longbiao Wang Jianwu Dang 40 0 0 29 Jun 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models Yuchen Hu Chen Chen Chao-Han Huck Yang Chengwei Qin Pin-Yu Chen Chng Eng Siong Chao Zhang VLM 33 3 0 23 May 2024
Automatic Speech Recognition System-Independent Word Error Rate Estimation Chanho Park Mingjie Chen Thomas Hain 26 0 0 25 Apr 2024
Consistency Based Unsupervised Self-training For ASR Personalisation Jisi Zhang Vandana Rajan Haaris Mehmood David Tuckey Pablo Peso Parada Md. Asif Jalal Karthikeyan P. Saravanan Gil Ho Lee Jungin Lee Seokyeong Jung 26 0 0 22 Jan 2024
TeLeS: Temporal Lexeme Similarity Score to Estimate Confidence in End-to-End ASR Nagarathna Ravi Thishyan Raj T Vipul Arora 29 3 0 06 Jan 2024
Multi-stage Large Language Model Correction for Speech Recognition Jie Pu Thai-Son Nguyen Sebastian Stüker LRM 35 6 0 17 Oct 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
Confidence-based Ensembles of End-to-End Speech Recognition Models Igor Gitman Vitaly Lavrukhin A. Laptev Boris Ginsburg UQCV 33 8 0 27 Jun 2023
Perception and Semantic Aware Regularization for Sequential Confidence Calibration Zhenghua Peng Yuanmao Luo Tianshui Chen Keke Xu Shuangping Huang AI4TS 30 2 0 31 May 2023
ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition Yuanchao Li Zeyu Zhao Ondˇrej Klejch P. Bell Catherine Lai 19 14 0 25 May 2023
RAND: Robustness Aware Norm Decay For Quantized Seq2seq Models David Qiu David Rim Shaojin Ding Oleg Rybakov Yanzhang He MQ 35 4 0 24 May 2023
Accurate and Reliable Confidence Estimation Based on Non-Autoregressive End-to-End Speech Recognition System Xian Shi Haoneng Luo Zhifu Gao Shiliang Zhang Zhijie Yan 25 1 0 18 May 2023
Who Needs Decoders? Efficient Estimation of Sequence-level Attributes Yassir Fathullah Puria Radmard Adian Liusie Mark Gales OODD 32 1 0 09 May 2023
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems Jiajun Deng Xurong Xie Tianzi Wang Mingyu Cui Boyang Xue Zengrui Jin Guinan Li Shujie Hu Xunying Liu 26 5 0 15 Feb 2023
Fast Entropy-Based Methods of Word-Level Confidence Estimation for End-To-End Automatic Speech Recognition A. Laptev Boris Ginsburg 41 7 0 16 Dec 2022
Unsupervised data selection for Speech Recognition with contrastive loss ratios Chanho Park Rehan Ahmad Thomas Hain 8 12 0 25 Jul 2022
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition Jiajun Deng Xurong Xie Tianzi Wang Mingyu Cui Boyang Xue Zengrui Jin Mengzhe Geng Guinan Li Xunying Liu Helen M. Meng 17 13 0 24 Jun 2022
Boosting Cross-Domain Speech Recognition with Self-Supervision Hanjing Zhu Gaofeng Cheng Jindong Wang Wenxin Hou Pengyuan Zhang Yonghong Yan 19 13 0 20 Jun 2022
RED-ACE: Robust Error Detection for ASR using Confidence Embeddings Zorik Gekhman Dina Zverinski Jonathan Mallinson Genady Beryozkin 21 9 0 14 Mar 2022
Cross-Modal ASR Post-Processing System for Error Correction and Utterance Rejection Jing Du Shiliang Pu Qinbo Dong Chao Jin Xin Qi Dian Gu Ru Wu Hongwei Zhou 30 9 0 10 Jan 2022
Recent Advances in End-to-End Automatic Speech Recognition Jinyu Li VLM 35 363 0 02 Nov 2021
Improving Confidence Estimation on Out-of-Domain Data for End-to-End Speech Recognition Qiujia Li Yu Zhang David Qiu Yanzhang He Liangliang Cao P. Woodland 26 11 0 07 Oct 2021
ASR Rescoring and Confidence Estimation with ELECTRA Hayato Futami Hirofumi Inaguma Masato Mimura S. Sakai Tatsuya Kawahara KELM 62 20 0 05 Oct 2021
Word-level confidence estimation for RNN transducers Mingqiu Wang H. Soltau Laurent El Shafey Izhak Shafran UQCV 21 5 0 28 Sep 2021
Utterance-level neural confidence measure for end-to-end children speech recognition W. Liu Tan Lee 16 4 0 16 Sep 2021
Relaxed Attention: A Simple Method to Boost Performance of End-to-End Automatic Speech Recognition Timo Lohrenz P. Schwarz Zhengyang Li Tim Fingscheidt 23 11 0 02 Jul 2021
Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction David Qiu Yanzhang He Qiujia Li Yu Zhang Liangliang Cao Ian McGraw KELM 22 12 0 26 Apr 2021
Residual Energy-Based Models for End-to-End Speech Recognition Qiujia Li Yu Zhang Bo-wen Li Liangliang Cao P. Woodland 31 13 0 25 Mar 2021
Learning Word-Level Confidence For Subword End-to-End ASR David Qiu Qiujia Li Yanzhang He Yu Zhang Bo-wen Li ... Deepti Bhatia Wei Li Ke Hu Tara N. Sainath Ian McGraw 32 32 0 11 Mar 2021