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2203.15321
Cited By
Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
29 March 2022
Chen Chen
Nana Hou
Yuchen Hu
Shashank Shirol
Chng Eng Siong
NoLa
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Papers citing
"Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data"
35 / 35 papers shown
Denoising GER: A Noise-Robust Generative Error Correction with LLM for Speech Recognition
Yanyan Liu
Minqiang Xu
Yihao Chen
Liang He
Lei Fang
Sian Fang
Lin Liu
VLM
213
2
0
04 Sep 2025
DAG-AFL:Directed Acyclic Graph-based Asynchronous Federated Learning
Shuaipeng Zhang
Lanju Kong
Yixin Zhang
Wei He
Yongqing Zheng
Han Yu
Lizhen Cui
112
1
0
28 Jul 2025
Self-Improvement for Audio Large Language Model using Unlabeled Speech
S. Wang
Xinyuan Chen
Yao Xu
AuLLM
230
8
0
27 Jul 2025
Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Chien-Chun Wang
Li-Wei Chen
Cheng-Kang Chou
Hung-Shin Lee
Berlin Chen
Hsin-Min Wang
306
2
0
19 Sep 2024
Effective Noise-aware Data Simulation for Domain-adaptive Speech Enhancement Leveraging Dynamic Stochastic Perturbation
Spoken Language Technology Workshop (SLT), 2024
Chien-Chun Wang
Li-Wei Chen
Hung-Shin Lee
Berlin Chen
Hsin-Min Wang
250
3
0
03 Sep 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
Neural Information Processing Systems (NeurIPS), 2024
Yuchen Hu
Chen Chen
Chao-Han Huck Yang
Chengwei Qin
Pin-Yu Chen
Chng Eng Siong
Chao Zhang
VLM
222
8
0
23 May 2024
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Yuchen Hu
Chen Chen
Chengwei Qin
Qiushi Zhu
Eng Siong Chng
Ruizhe Li
AuLLM
KELM
324
17
0
16 May 2024
Speech Robust Bench: A Robustness Benchmark For Speech Recognition
International Conference on Learning Representations (ICLR), 2024
Muhammad A. Shah
David Solans Noguero
Mikko A. Heikkilä
Nicolas Kourtellis
315
16
0
08 Mar 2024
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Yuchen Hu
Chen Chen
Chao-Han Huck Yang
Ruizhe Li
Dong Zhang
Zhehuai Chen
Eng Siong Chng
306
37
0
10 Feb 2024
Fairness-Aware Job Scheduling for Multi-Job Federated Learning
Yuxin Shi
Han Yu
FedML
364
4
0
05 Jan 2024
Seeking Next Layer Neurons' Attention for Error-Backpropagation-Like Training in a Multi-Agent Network Framework
Arshia Soltani Moakhar
Mohammad Azizmalayeri
Hossein Mirzaei
M. T. Manzuri
M. Rohban
331
2
0
15 Oct 2023
Enhancing Code-switching Speech Recognition with Interactive Language Biases
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Hexin Liu
Leibny Paola García
Jingze Lu
Wenchao Wang
Sanjeev Khudanpur
238
28
0
29 Sep 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models
Neural Information Processing Systems (NeurIPS), 2023
Cheng Chen
Yuchen Hu
Chao-Han Huck Yang
Sabato Marco Siniscalchi
Pin-Yu Chen
Eng Siong Chng
255
68
0
27 Sep 2023
Fairness-Aware Client Selection for Federated Learning
IEEE International Conference on Multimedia and Expo (ICME), 2023
Yuxin Shi
Zelei Liu
Zhuan Shi
Han Yu
FedML
168
44
0
20 Jul 2023
MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yuchen Hu
Chen Chen
Ruizhe Li
Heqing Zou
Chng Eng Siong
GAN
247
14
0
18 Jun 2023
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yuchen Hu
Ruizhe Li
Cheng Chen
Chengwei Qin
Qiu-shi Zhu
Eng Siong Chng
249
14
0
18 Jun 2023
speech and noise dual-stream spectrogram refine network with speech distortion loss for robust speech recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Haoyu Lu
Nan Li
Tongtong Song
Longbiao Wang
Jianwu Dang
Xiaobao Wang
Shiliang Zhang
NoLa
224
5
0
29 May 2023
Study of GANs for Noisy Speech Simulation from Clean Speech
L. Maben
Zixun Guo
Chen Chen
Utkarsh Chudiwal
Chng Eng Siong
140
0
0
21 May 2023
Noise-Aware Speech Separation with Contrastive Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Zizheng Zhang
Cheng Chen
Hsin-Hung Chen
Xiang Liu
Yuchen Hu
Eng Siong Chng
277
8
0
18 May 2023
Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Yuchen Hu
Ruizhe Li
Chen Chen
Heqing Zou
Qiu-shi Zhu
Eng Siong Chng
242
15
0
16 May 2023
Contrastive Speech Mixup for Low-resource Keyword Spotting
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Dianwen Ng
Ruixi Zhang
J. Yip
Chong Zhang
Yukun Ma
Trung Hieu Nguyen
Chongjia Ni
Eng Siong Chng
B. Ma
269
14
0
02 May 2023
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Yuchen Hu
Cheng Chen
Qiu-shi Zhu
Eng Siong Chng
350
19
0
11 Apr 2023
Time-domain Speech Enhancement Assisted by Multi-resolution Frequency Encoder and Decoder
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Hao Shi
Masato Mimura
Longbiao Wang
Jianwu Dang
Tatsuya Kawahara
223
23
0
26 Mar 2023
Metric-oriented Speech Enhancement using Diffusion Probabilistic Model
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Chen Chen
Yuchen Hu
Weiwei Weng
Chng Eng Siong
DiffM
234
21
0
23 Feb 2023
Unsupervised Noise adaptation using Data Simulation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Chen Chen
Yuchen Hu
Heqing Zou
Linhui Sun
Chng Eng Siong
154
15
0
23 Feb 2023
Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yuchen Hu
Chen Chen
Ruizhe Li
Qiu-shi Zhu
Eng Siong Chng
371
17
0
22 Feb 2023
Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yuchen Hu
Chen Chen
Heqing Zou
Xionghu Zhong
Chng Eng Siong
228
21
0
22 Feb 2023
Leveraging Modality-specific Representations for Audio-visual Speech Recognition via Reinforcement Learning
AAAI Conference on Artificial Intelligence (AAAI), 2022
Chen Chen
Yuchen Hu
Qiang Zhang
Heqing Zou
Beier Zhu
Eng Siong Chng
310
34
0
10 Dec 2022
Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Zengrui Jin
Xurong Xie
Mengzhe Geng
Tianzi Wang
Shujie Hu
Jiajun Deng
Guinan Li
Xunying Liu
DRL
321
24
0
03 Nov 2022
Speech-text based multi-modal training with bidirectional attention for improved speech recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Yuhang Yang
Haihua Xu
Hao-Ming Huang
Eng Siong Chng
Sheng Li
240
9
0
01 Nov 2022
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Qiu-shi Zhu
Long Zhou
Jie Zhang
Shujie Liu
Yu-Chen Hu
Lirong Dai
VLM
SSL
211
43
0
27 Oct 2022
DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition
Interspeech (Interspeech), 2022
Zixun Guo
C. Chen
Chng Eng Siong
181
6
0
01 Aug 2022
Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Zengrui Jin
Mengzhe Geng
Jiajun Deng
Tianzi Wang
Shujie Hu
Guinan Li
Xunying Liu
276
39
0
13 May 2022
Self-critical Sequence Training for Automatic Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Chen Chen
Yuchen Hu
Nana Hou
Xiaofeng Qi
Heqing Zou
Chng Eng Siong
180
17
0
13 Apr 2022
Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition
Interspeech (Interspeech), 2022
Yuchen Hu
Nana Hou
Chen Chen
Chng Eng Siong
222
18
0
28 Mar 2022
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