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Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition

19 September 2024

Li-Wei Chen

Hung-Shin Lee

Hsin-Min Wang

Papers citing "Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition"

23 / 23 papers shown

Title
Robust Channel Learning for Large-Scale Radio Speaker Verification Wenhao Yang Jianguo Wei Wenhuan Lu Lei Li Xugang Lu 75 2 0 16 Jun 2024
Noise-aware Speech Enhancement using Diffusion Probabilistic Model Yuchen Hu Cheng Chen Ruizhe Li Qiu-shi Zhu Eng Siong Chng DiffM 78 13 0 16 Jul 2023
Unsupervised Noise adaptation using Data Simulation Chen Chen Yuchen Hu Heqing Zou Linhui Sun Chng Eng Siong 73 13 0 23 Feb 2023
CasNet: Investigating Channel Robustness for Speech Separation Fan Wang Yao-Fei Cheng Hung-Shin Lee Yu Tsao Hsin-Min Wang 54 2 0 27 Oct 2022
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition Sehoon Kim A. Gholami Albert Eaton Shaw Nicholas Lee K. Mangalam Jitendra Malik Michael W. Mahoney Kurt Keutzer 107 104 0 02 Jun 2022
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks Fan Wang Hung-Shin Lee Yu Tsao Hsin-Min Wang 51 5 0 30 Mar 2022
Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data Chen Chen Nana Hou Yuchen Hu Shashank Shirol Chng Eng Siong NoLa 95 43 0 29 Mar 2022
MFA-Conformer: Multi-scale Feature Aggregation Conformer for Automatic Speaker Verification Yang Zhang Zhiqiang Lv Haibin Wu Shanshan Zhang Pengfei Hu Zhiyong Wu Hung-yi Lee Helen Meng ViT 79 136 0 29 Mar 2022
StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion Yinghao Aaron Li A. Zare N. Mesgarani 84 101 0 21 Jul 2021
Librispeech Transducer Model with Internal Language Model Prior Correction Albert Zeyer André Merboldt Wilfried Michel Ralf Schluter Hermann Ney 49 30 0 07 Apr 2021
SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network William Chan Daniel S. Park Chris A. Lee Yu Zhang Quoc V. Le Mohammad Norouzi AI4TS 75 138 0 05 Apr 2021
Transformer-based ASR Incorporating Time-reduction Layer and Fine-tuning with Self-Knowledge Distillation Md. Akmal Haidar Chao Xing Mehdi Rezagholizadeh 104 6 0 17 Mar 2021
Self-training and Pre-training are Complementary for Speech Recognition Qiantong Xu Alexei Baevski Tatiana Likhomanenko Paden Tomasello Alexis Conneau R. Collobert Gabriel Synnaeve Michael Auli SSL VLM 135 173 0 22 Oct 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 86 1,235 0 30 Jul 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 299 5,849 0 20 Jun 2020
ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition Jing Pan Joshua Shapiro Jeremy Wohlwend Kyu Jeong Han Tao Lei T. Ma 61 22 0 21 May 2020
Improved Noisy Student Training for Automatic Speech Recognition Daniel S. Park Yu Zhang Ye Jia Wei Han Chung-Cheng Chiu Yue Liu Yonghui Wu Quoc V. Le 103 243 0 19 May 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 229 3,160 0 16 May 2020
Domain Mismatch Robust Acoustic Scene Classification using Channel Information Conversion Seongkyu Mun Suwon Shon 32 21 0 04 Dec 2018
Robustness against the channel effect in pathological voice detection Y. Hsu Zining Zhu Chi-Te Wang Shih-Hau Fang Frank Rudzicz Yu Tsao 21 9 0 26 Nov 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 202 9,479 0 09 Feb 2018
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 372 2,236 0 22 Sep 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014