Improving noise robust automatic speech recognition with single-channel time-domain enhancement network

9 March 2020

Papers citing "Improving noise robust automatic speech recognition with single-channel time-domain enhancement network"

36 / 36 papers shown

Title
Communication Access Real-Time Translation Through Collaborative Correction of Automatic Speech Recognition Korbinian Kuhn Verena Kersken Gottfried Zimmermann 40 0 0 19 Mar 2025
CleanMel: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR Nian Shao Rui Zhou Pengyu Wang Xian Li Ying Fang Yujie Yang Xiaofei Li 39 0 0 27 Feb 2025
Measuring the Accuracy of Automatic Speech Recognition Solutions Korbinian Kuhn Verena Kersken Benedikt Reuter Niklas Egger Gottfried Zimmermann 27 19 0 29 Aug 2024
Audio Enhancement for Computer Audition -- An Iterative Training Paradigm Using Sample Importance M. Milling Shuo Liu Andreas Triantafyllopoulos Ilhan Aslan Björn W. Schuller 29 2 0 12 Aug 2024
Diffusion-based Generative Modeling with Discriminative Guidance for Streamable Speech Enhancement Chenda Li Samuele Cornell Shinji Watanabe Yanmin Qian DiffM 29 2 0 19 Jun 2024
Stability Evaluation via Distributional Perturbation Analysis Jose H. Blanchet Peng Cui Jiajin Li Jiashuo Liu 41 0 0 06 May 2024
Rethinking Processing Distortions: Disentangling the Impact of Speech Enhancement Errors on Speech Recognition Performance Tsubasa Ochiai Kazuma Iwamoto Marc Delcroix Rintaro Ikeshita Hiroshi Sato Shoko Araki Shigeru Katagiri 29 2 0 23 Apr 2024
TRNet: Two-level Refinement Network leveraging Speech Enhancement for Noise Robust Speech Emotion Recognition Chengxin Chen Pengyuan Zhang 27 0 0 19 Apr 2024
Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR Yufeng Yang Ashutosh Pandey DeLiang Wang 44 4 0 11 Mar 2024
Investigating the Design Space of Diffusion Models for Speech Enhancement Philippe Gonzalez Zheng-Hua Tan Jan Østergaard Jesper Jensen T. S. Alstrøm Tobias May DiffM 27 6 0 07 Dec 2023
D4AM: A General Denoising Framework for Downstream Acoustic Models H. Wang Yu Tsao Hsin-Min Wang Chu-Song Chen 13 4 0 28 Nov 2023
Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection Cunhang Fan Mingming Ding Jianhua Tao Ruibo Fu Jiangyan Yi Zhengqi Wen Zhao Lv 37 4 0 13 Oct 2023
Assessing the Generalization Gap of Learning-Based Speech Enhancement Systems in Noisy and Reverberant Environments Philippe Gonzalez T. S. Alstrøm Tobias May 17 13 0 12 Sep 2023
SCRAPS: Speech Contrastive Representations of Acoustic and Phonetic Spaces Iván Vallés-Pérez Grzegorz Beringer Piotr Bilinski G. Cook Roberto Barra-Chicote 16 1 0 23 Jul 2023
Improving the Intent Classification accuracy in Noisy Environment Mohamed Nabih Ali A. Brutti Daniele Falavigna 18 0 0 12 Mar 2023
Analysis of Noisy-target Training for DNN-based speech enhancement Takuya Fujimura T. Toda 27 4 0 02 Nov 2022
Speaker Reinforcement Using Target Source Extraction for Robust Automatic Speech Recognition Catalin Zorila R. Doddipatla 16 11 0 09 May 2022
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 22 4 0 03 May 2022
Mask scalar prediction for improving robust automatic speech recognition A. Narayanan James Walker S. Panchapagesan N. Howard Yuma Koizumi 11 4 0 26 Apr 2022
Chain-based Discriminative Autoencoders for Speech Recognition Hung-Shin Lee Pin-Tuan Huang Yao-Fei Cheng Hsin-Min Wang 11 1 0 25 Mar 2022
DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention transformer for monaural speech enhancement Guochen Yu Andong Li Hui Wang Yutian Wang Yuxuan Ke C. Zheng 26 35 0 16 Feb 2022
EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement Kuansan Wang Kai-Chun Liu Hsin-Min Wang Yu Tsao 30 1 0 14 Feb 2022
How Bad Are Artifacts?: Analyzing the Impact of Speech Enhancement Errors on ASR Kazuma Iwamoto Tsubasa Ochiai Marc Delcroix Rintaro Ikeshita Hiroshi Sato S. Araki S. Katagiri 22 57 0 18 Jan 2022
Robust Self-Supervised Audio-Visual Speech Recognition Bowen Shi Wei-Ning Hsu Abdel-rahman Mohamed 31 90 0 05 Jan 2022
SNRi Target Training for Joint Speech Enhancement and Recognition Yuma Koizumi Shigeki Karita A. Narayanan S. Panchapagesan M. Bacchiani 25 14 0 01 Nov 2021
Closing the Gap Between Time-Domain Multi-Channel Speech Enhancement on Real and Simulation Conditions Wangyou Zhang Jing Shi Chenda Li Shinji Watanabe Y. Qian 19 22 0 27 Oct 2021
Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition Yiming Wang Jinyu Li Heming Wang Yao Qian Chengyi Wang Yu Wu 35 47 0 11 Oct 2021
Embedding and Beamforming: All-neural Causal Beamformer for Multichannel Speech Enhancement Andong Li Wenzhe Liu C. Zheng Xiaodong Li 12 55 0 01 Sep 2021
Cross-domain Single-channel Speech Enhancement Model with Bi-projection Fusion Module for Noise-robust ASR Fu-An Chao J. Hung Berlin Chen 8 7 0 26 Aug 2021
Multitask-Based Joint Learning Approach To Robust ASR For Radio Communication Speech Duo Ma Nana Hou Van Tung Pham Haihua Xu Chng Eng Siong 25 22 0 22 Jul 2021
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement Yuma Koizumi Shigeki Karita Scott Wisdom Hakan Erdogan J. Hershey Llion Jones M. Bacchiani 19 41 0 30 Jun 2021
Time-domain Speech Enhancement with Generative Adversarial Learning Feiyang Xiao Jian Guan Qiuqiang Kong Wenwu Wang GAN 13 9 0 30 Mar 2021
Audio-Visual Speech Separation Using Cross-Modal Correspondence Loss Naoki Makishima Mana Ihori Akihiko Takashima Tomohiro Tanaka Shota Orihashi Ryo Masumura 22 8 0 02 Mar 2021
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information Yen-Ju Lu Chia-Yu Chang Cheng Yu Ching-Feng Liu J. Hung Shinji Watanabe Yu Tsao 19 4 0 15 Nov 2020
Dual Application of Speech Enhancement for Automatic Speech Recognition Ashutosh Pandey Chunxi Liu Yun Wang Yatharth Saraf 33 37 0 07 Nov 2020
Exploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks Yuichiro Koyama Tyler Vuong Stefan Uhlich Bhiksha Raj 14 41 0 23 May 2020