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2020 – today
- 2024
[j30]Zengrui Jin
, Mengzhe Geng, Jiajun Deng, Tianzi Wang, Shujie Hu, Guinan Li, Xunying Liu:
Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 32: 413-429 (2024)- [j29]Shujie Hu, Xurong Xie, Mengzhe Geng, Zengrui Jin, Jiajun Deng, Guinan Li, Yi Wang, Mingyu Cui, Tianzi Wang, Helen Meng, Xunying Liu:
Self-Supervised ASR Models and Features for Dysarthric and Elderly Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3561-3575 (2024) - [c151]Zengrui Jin, Xurong Xie, Tianzi Wang, Mengzhe Geng, Jiajun Deng, Guinan Li, Shujie Hu, Xunying Liu:
Towards Automatic Data Augmentation for Disordered Speech Recognition. ICASSP 2024: 10626-10630 - [c150]Jiajun Deng, Xurong Xie, Guinan Li, Mingyu Cui, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Zhaoqing Li, Xunying Liu:
Towards High-Performance and Low-Latency Feature-Based Speaker Adaptation of Conformer Speech Recognition Systems. ICASSP 2024: 10976-10980 - [c149]Jiawen Kang, Lingwei Meng, Mingyu Cui, Haohan Guo, Xixin Wu, Xunying Liu, Helen Meng:
Cross-Speaker Encoding Network for Multi-Talker Speech Recognition. ICASSP 2024: 11986-11990 - [c148]Huimeng Wang, Zengrui Jin, Mengzhe Geng, Shujie Hu, Guinan Li, Tianzi Wang, Haoning Xu, Xunying Liu:
Enhancing Pre-Trained ASR System Fine-Tuning for Dysarthric Speech Recognition Using Adversarial Data Augmentation. ICASSP 2024: 12311-12315 - [c147]Xueyuan Chen, Yuejiao Wang, Xixin Wu, Disong Wang, Zhiyong Wu, Xunying Liu, Helen Meng:
Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction. ICASSP 2024: 12341-12345 - [i75]Huimeng Wang, Zengrui Jin, Mengzhe Geng, Shujie Hu, Guinan Li, Tianzi Wang, Haoning Xu, Xunying Liu:
Enhancing Pre-trained ASR System Fine-tuning for Dysarthric Speech Recognition using Adversarial Data Augmentation. CoRR abs/2401.00662 (2024) - [i74]Jiawen Kang, Lingwei Meng, Mingyu Cui, Haohan Guo, Xixin Wu, Xunying Liu, Helen Meng:
Cross-Speaker Encoding Network for Multi-Talker Speech Recognition. CoRR abs/2401.04152 (2024) - [i73]Xueyuan Chen, Yuejiao Wang, Xixin Wu, Disong Wang, Zhiyong Wu, Xunying Liu, Helen Meng:
Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction. CoRR abs/2401.17796 (2024) - [i72]Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Hongkun Hao, Jing Pan, Xunying Liu, Jinyu Li, Sunit Sivasankaran, Linquan Liu, Furu Wei:
WavLLM: Towards Robust and Adaptive Speech Large Language Model. CoRR abs/2404.00656 (2024) - [i71]Yicong Jiang, Tianzi Wang, Xurong Xie, Juan Liu, Wei Sun, Nan Yan, Hui Chen, Lan Wang, Xunying Liu, Feng Tian:
Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition. CoRR abs/2406.09873 (2024) - [i70]Tianzi Wang, Xurong Xie, Zhaoqing Li, Shoukang Hu, Zengrui Jing, Jiajun Deng, Mingyu Cui, Shujie Hu, Mengzhe Geng, Guinan Li, Helen Meng, Xunying Liu:
Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention Mask. CoRR abs/2406.10034 (2024) - [i69]Guinan Li, Jiajun Deng, Youjun Chen, Mengzhe Geng, Shujie Hu, Zhe Li, Zengrui Jin, Tianzi Wang, Xurong Xie, Helen Meng, Xunying Liu:
Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition. CoRR abs/2406.10152 (2024) - [i68]Zhaoqing Li, Haoning Xu, Tianzi Wang, Shoukang Hu, Zengrui Jin, Shujie Hu, Jiajun Deng, Mingyu Cui, Mengzhe Geng, Xunying Liu:
One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model. CoRR abs/2406.10160 (2024) - [i67]Yifan Yang, Zheshu Song, Jianheng Zhuo, Mingyu Cui, Jinpeng Li, Bo Yang, Yexing Du, Ziyang Ma, Xunying Liu, Ziyuan Wang, Ke Li, Shuai Fan, Kai Yu, Wei-Qiang Zhang, Guoguo Chen, Xie Chen:
GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement. CoRR abs/2406.11546 (2024) - [i66]Mengzhe Geng, Xurong Xie, Jiajun Deng, Zengrui Jin, Guinan Li, Tianzi Wang, Shujie Hu, Zhaoqing Li, Helen Meng, Xunying Liu:
Homogeneous Speaker Features for On-the-Fly Dysarthric and Elderly Speaker Adaptation. CoRR abs/2407.06310 (2024) - [i65]Lingwei Meng, Jiawen Kang, Yuejiao Wang, Zengrui Jin, Xixin Wu, Xunying Liu, Helen Meng:
Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System. CoRR abs/2407.09817 (2024) - [i64]Shujie Hu, Xurong Xie, Mengzhe Geng, Zengrui Jin, Jiajun Deng, Guinan Li, Yi Wang, Mingyu Cui, Tianzi Wang, Helen Meng, Xunying Liu:
Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition. CoRR abs/2407.13782 (2024) - [i63]Lingwei Meng, Shujie Hu, Jiawen Kang, Zhaoqing Li, Yuejiao Wang, Wenxuan Wu, Xixin Wu, Xunying Liu, Helen Meng:
Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions. CoRR abs/2409.08596 (2024) - [i62]Mingyu Cui, Yifan Yang, Jiajun Deng, Jiawen Kang, Shujie Hu, Tianzi Wang, Zhaoqing Li, Shiliang Zhang, Xie Chen, Xunying Liu:
Exploring SSL Discrete Speech Features for Zipformer-based Contextual ASR. CoRR abs/2409.08797 (2024) - [i61]Mingyu Cui, Daxin Tan, Yifan Yang, Dingdong Wang, Huimeng Wang, Xiao Chen, Xie Chen, Xunying Liu:
Exploring SSL Discrete Tokens for Multilingual ASR. CoRR abs/2409.08805 (2024) - [i60]Jiawen Kang, Lingwei Meng, Mingyu Cui, Yuejiao Wang, Xixin Wu, Xunying Liu, Helen Meng:
Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC. CoRR abs/2409.12388 (2024) - 2023
- [j28]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Guinan Li, Shujie Hu, Xunying Liu:
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems. IEEE ACM Trans. Audio Speech Lang. Process. 31: 1175-1190 (2023) - [j27]Guinan Li, Jiajun Deng, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Mingyu Cui, Helen Meng, Xunying Liu:
Audio-Visual End-to-End Multi-Channel Speech Separation, Dereverberation and Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2707-2723 (2023) - [j26]Xixin Wu, Hui Lu, Kun Li, Zhiyong Wu, Xunying Liu, Helen Meng:
Hiformer: Sequence Modeling Networks With Hierarchical Attention Mechanisms. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3993-4003 (2023) - [c146]Shujie Hu, Xurong Xie, Zengrui Jin, Mengzhe Geng, Yi Wang, Mingyu Cui, Jiajun Deng, Xunying Liu, Helen Meng:
Exploring Self-Supervised Pre-Trained ASR Models for Dysarthric and Elderly Speech Recognition. ICASSP 2023: 1-5 - [c145]Zengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu:
Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition. ICASSP 2023: 1-5 - [c144]Jinchao Li, Kaitao Song, Junan Li, Bo Zheng, Dongsheng Li, Xixin Wu, Xunying Liu, Helen Meng:
Leveraging Pretrained Representations With Task-Related Keywords for Alzheimer's Disease Detection. ICASSP 2023: 1-5 - [c143]Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng:
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition. ICASSP 2023: 1-5 - [c142]Yi Wang, Jiajun Deng, Tianzi Wang, Bo Zheng, Shoukang Hu, Xunying Liu, Helen Meng:
Exploiting Prompt Learning with Pre-Trained Language Models for Alzheimer's Disease Detection. ICASSP 2023: 1-5 - [c141]Xurong Xie, Xunying Liu, Hui Chen, Hongan Wang:
Unsupervised Model-Based Speaker Adaptation of End-To-End Lattice-Free MMI Model for Speech Recognition. ICASSP 2023: 1-5 - [c140]Helen Meng, Brian Mak, Man-Wai Mak, Helene H. Fung, Xianmin Gong, Timothy C. Y. Kwok, Xunying Liu, Vincent C. T. Mok, Patrick C. M. Wong, Jean Woo, Xixin Wu, Ka Ho Wong, Sean Shensheng Xu, Naijun Zheng, Ranzo Huang, Jiawen Kang, Xiaoquan Ke, Junan Li, Jinchao Li, Yi Wang:
Integrated and Enhanced Pipeline System to Support Spoken Language Analytics for Screening Neurocognitive Disorders. INTERSPEECH 2023: 1713-1717 - [c139]Tianzi Wang, Shoukang Hu, Jiajun Deng, Zengrui Jin, Mengzhe Geng, Yi Wang, Helen Meng, Xunying Liu:
Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition. INTERSPEECH 2023: 1733-1737 - [c138]Mengzhe Geng, Xurong Xie, Rongfeng Su, Jianwei Yu, Zengrui Jin, Tianzi Wang, Shujie Hu, Zi Ye, Helen Meng, Xunying Liu:
On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition. INTERSPEECH 2023: 1753-1757 - [c137]Mingyu Cui, Jiawen Kang, Jiajun Deng, Xi Yin, Yutao Xie, Xie Chen, Xunying Liu:
Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition Systems. INTERSPEECH 2023: 2223-2227 - [c136]Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Guinan Li, Tianzi Wang, Helen Meng, Xunying Liu:
Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition. INTERSPEECH 2023: 2313-2317 - [c135]Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Jiajun Deng, Mingyu Cui, Guinan Li, Jianwei Yu, Xurong Xie, Xunying Liu:
Use of Speech Impairment Severity for Dysarthric Speech Recognition. INTERSPEECH 2023: 2328-2332 - [c134]Zhaoqing Li, Tianzi Wang, Jiajun Deng, Junhao Xu, Shoukang Hu, Xunying Liu:
Lossless 4-bit Quantization of Architecture Compressed Conformer ASR Systems on the 300-hr Switchboard Corpus. INTERSPEECH 2023: 3332-3336 - [c133]Jiajun Deng, Guinan Li, Xurong Xie, Zengrui Jin, Mingyu Cui, Tianzi Wang, Shujie Hu, Mengzhe Geng, Xunying Liu:
Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems. INTERSPEECH 2023: 3342-3346 - [i59]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Guinan Li, Shujie Hu, Xunying Liu:
Confidence Score Based Speaker Adaptation of Conformer Speech Recognition Systems. CoRR abs/2302.07521 (2023) - [i58]Shujie Hu, Xurong Xie, Zengrui Jin, Mengzhe Geng, Yi Wang, Mingyu Cui, Jiajun Deng, Xunying Liu, Helen Meng:
Exploring Self-supervised Pre-trained ASR Models For Dysarthric and Elderly Speech Recognition. CoRR abs/2302.14564 (2023) - [i57]Jinchao Li, Kaitao Song, Junan Li, Bo Zheng, Dongsheng Li, Xixin Wu, Xunying Liu, Helen Meng:
Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection. CoRR abs/2303.08019 (2023) - [i56]Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng:
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition. CoRR abs/2303.08027 (2023) - [i55]Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Jiajun Deng, Mingyu Cui, Guinan Li, Jianwei Yu, Xurong Xie, Xunying Liu:
Use of Speech Impairment Severity for Dysarthric Speech Recognition. CoRR abs/2305.10659 (2023) - [i54]Mingyu Cui, Jiawen Kang, Jiajun Deng, Xi Yin, Yutao Xie, Xie Chen, Xunying Liu:
Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition Systems. CoRR abs/2306.13307 (2023) - [i53]Jiajun Deng, Guinan Li, Xurong Xie, Zengrui Jin, Mingyu Cui, Tianzi Wang, Shujie Hu, Mengzhe Geng, Xunying Liu:
Factorised Speaker-environment Adaptive Training of Conformer Speech Recognition Systems. CoRR abs/2306.14608 (2023) - [i52]Tianzi Wang, Shoukang Hu, Jiajun Deng, Zengrui Jin, Mengzhe Geng, Yi Wang, Helen Meng, Xunying Liu:
Hyper-parameter Adaptation of Conformer ASR Systems for Elderly and Dysarthric Speech Recognition. CoRR abs/2306.15265 (2023) - [i51]Guinan Li, Jiajun Deng, Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Mingyu Cui, Helen Meng, Xunying Liu:
Audio-visual End-to-end Multi-channel Speech Separation, Dereverberation and Recognition. CoRR abs/2307.02909 (2023) - [i50]Zengrui Jin, Xurong Xie, Tianzi Wang, Mengzhe Geng, Jiajun Deng, Guinan Li, Shujie Hu, Xunying Liu:
Towards Automatic Data Augmentation for Disordered Speech Recognition. CoRR abs/2312.08641 (2023) - 2022
- [j25]Cai Wingfield, Chao Zhang, Barry Devereux, Elisabeth Fonteneau, Andrew Thwaites, Xunying Liu, Philip C. Woodland, William D. Marslen-Wilson, Li Su:
On the similarities of representations in artificial and brain neural networks for speech recognition. Frontiers Comput. Neurosci. 16 (2022) - [j24]Shoukang Hu, Xurong Xie, Mingyu Cui, Jiajun Deng, Shansong Liu, Jianwei Yu, Mengzhe Geng, Xunying Liu, Helen Meng:
Neural Architecture Search for LF-MMI Trained Time Delay Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1093-1107 (2022) - [j23]Mengzhe Geng, Xurong Xie, Zi Ye, Tianzi Wang, Guinan Li, Shujie Hu, Xunying Liu, Helen Meng:
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2597-2611 (2022) - [j22]Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng:
Bayesian Neural Network Language Modeling for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2900-2917 (2022) - [c132]Guinan Li, Jianwei Yu, Jiajun Deng, Xunying Liu, Helen Meng:
Audio-Visual Multi-Channel Speech Separation, Dereverberation and Recognition. ICASSP 2022: 6042-6046 - [c131]Disong Wang, Songxiang Liu, Xixin Wu, Hui Lu, Lifa Sun, Xunying Liu, Helen Meng:
Speaker Identity Preservation in Dysarthric Speech Reconstruction by Adversarial Speaker Adaptation. ICASSP 2022: 6677-6681 - [c130]Shujie Hu, Shansong Liu, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shoukang Hu, Mingyu Cui, Xunying Liu, Helen Meng:
Exploiting Cross Domain Acoustic-to-Articulatory Inverted Features for Disordered Speech Recognition. ICASSP 2022: 6747-6751 - [c129]Xixin Wu, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng:
Neural Architecture Search for Speech Emotion Recognition. ICASSP 2022: 6902-6906 - [c128]Disong Wang, Shan Yang, Dan Su, Xunying Liu, Dong Yu, Helen Meng:
VCVTS: Multi-Speaker Video-to-Speech Synthesis Via Cross-Modal Knowledge Transfer from Voice Conversion. ICASSP 2022: 7252-7256 - [c127]Junhao Xu, Jianwei Yu, Xunying Liu, Helen Meng:
Mixed Precision DNN Quantization for Overlapped Speech Separation and Recognition. ICASSP 2022: 7297-7301 - [c126]Naijun Zheng, Na Li, Jianwei Yu, Chao Weng, Dan Su, Xunying Liu, Helen Meng:
Multi-Channel Speaker Diarization Using Spatial Features for Meetings. ICASSP 2022: 7337-7341 - [c125]Hang Su, Danyang Zhao, Long Dang, Minglei Li, Xixin Wu, Xunying Liu, Helen Meng:
A Multitask Learning Framework for Speaker Change Detection with Content Information from Unsupervised Speech Decomposition. ICASSP 2022: 8087-8091 - [c124]Jinchao Li, Shuai Wang, Yang Chao, Xunying Liu, Helen Meng:
Context-aware Multimodal Fusion for Emotion Recognition. INTERSPEECH 2022: 2013-2017 - [c123]Junhao Xu, Shoukang Hu, Xunying Liu, Helen Meng:
Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus. INTERSPEECH 2022: 2128-2132 - [c122]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng:
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition. INTERSPEECH 2022: 2623-2627 - [c121]Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng:
Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems. INTERSPEECH 2022: 3158-3162 - [c120]Yi Wang, Tianzi Wang, Zi Ye, Lingwei Meng, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng:
Exploring linguistic feature and model combination for speech recognition based automatic AD detection. INTERSPEECH 2022: 3328-3332 - [c119]Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng:
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection. INTERSPEECH 2022: 4825-4829 - [c118]Hui Lu, Disong Wang, Xixin Wu, Zhiyong Wu, Xunying Liu, Helen Meng:
Disentangled Speech Representation Learning for One-Shot Cross-Lingual Voice Conversion Using ß-VAE. SLT 2022: 814-821 - [i49]Shoukang Hu, Xurong Xie, Mingyu Cui, Jiajun Deng, Shansong Liu, Jianwei Yu, Mengzhe Geng, Xunying Liu, Helen Meng:
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks. CoRR abs/2201.03943 (2022) - [i48]Mengzhe Geng, Shansong Liu, Jianwei Yu, Xurong Xie, Shoukang Hu, Zi Ye, Zengrui Jin, Xunying Liu, Helen Meng:
Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition. CoRR abs/2201.05554 (2022) - [i47]Mengzhe Geng, Xurong Xie, Shansong Liu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng:
Investigation of Data Augmentation Techniques for Disordered Speech Recognition. CoRR abs/2201.05562 (2022) - [i46]Shansong Liu, Mengzhe Geng, Shoukang Hu, Xurong Xie, Mingyu Cui, Jianwei Yu, Xunying Liu, Helen Meng:
Recent Progress in the CUHK Dysarthric Speech Recognition System. CoRR abs/2201.05845 (2022) - [i45]Xurong Xie, Rukiye Ruzi, Xunying Liu, Lan Wang:
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition. CoRR abs/2201.09422 (2022) - [i44]Xurong Xie, Xiang Sui, Xunying Liu, Lan Wang:
Investigation of Deep Neural Network Acoustic Modelling Approaches for Low Resource Accented Mandarin Speech Recognition. CoRR abs/2201.09432 (2022) - [i43]Disong Wang, Shan Yang, Dan Su, Xunying Liu, Dong Yu, Helen Meng:
VCVTS: Multi-speaker Video-to-Speech synthesis via cross-modal knowledge transfer from voice conversion. CoRR abs/2202.09081 (2022) - [i42]Disong Wang, Songxiang Liu, Xixin Wu, Hui Lu, Lifa Sun, Xunying Liu, Helen Meng:
Speaker Identity Preservation in Dysarthric Speech Reconstruction by Adversarial Speaker Adaptation. CoRR abs/2202.09082 (2022) - [i41]Mengzhe Geng, Xurong Xie, Zi Ye, Tianzi Wang, Guinan Li, Shujie Hu, Xunying Liu, Helen Meng:
Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech Recognition. CoRR abs/2202.10290 (2022) - [i40]Shujie Hu, Shansong Liu, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shoukang Hu, Mingyu Cui, Xunying Liu, Helen Meng:
Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech Recognition. CoRR abs/2203.10274 (2022) - [i39]Mengzhe Geng, Xurong Xie, Rongfeng Su, Jianwei Yu, Zi Ye, Xunying Liu, Helen Meng:
On-the-fly Feature Based Speaker Adaptation for Dysarthric and Elderly Speech Recognition. CoRR abs/2203.14593 (2022) - [i38]Xixin Wu, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng:
Neural Architecture Search for Speech Emotion Recognition. CoRR abs/2203.16928 (2022) - [i37]Guinan Li, Jianwei Yu, Jiajun Deng, Xunying Liu, Helen Meng:
Audio-visual multi-channel speech separation, dereverberation and recognition. CoRR abs/2204.01977 (2022) - [i36]Zengrui Jin, Mengzhe Geng, Jiajun Deng, Tianzi Wang, Shujie Hu, Guinan Li, Xunying Liu:
Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition. CoRR abs/2205.06445 (2022) - [i35]Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng, Tianzi Wang, Xunying Liu, Helen Meng:
Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition. CoRR abs/2206.07327 (2022) - [i34]Mingyu Cui, Jiajun Deng, Shoukang Hu, Xurong Xie, Tianzi Wang, Shujie Hu, Mengzhe Geng, Boyang Xue, Xunying Liu, Helen Meng:
Two-pass Decoding and Cross-adaptation Based System Combination of End-to-end Conformer and Hybrid TDNN ASR Systems. CoRR abs/2206.11596 (2022) - [i33]Junhao Xu, Shoukang Hu, Xunying Liu, Helen Meng:
Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Switchboard Corpus. CoRR abs/2206.11643 (2022) - [i32]Jiajun Deng, Xurong Xie, Tianzi Wang, Mingyu Cui, Boyang Xue, Zengrui Jin, Mengzhe Geng, Guinan Li, Xunying Liu, Helen Meng:
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition. CoRR abs/2206.12045 (2022) - [i31]Tianzi Wang, Jiajun Deng, Mengzhe Geng, Zi Ye, Shoukang Hu, Yi Wang, Mingyu Cui, Zengrui Jin, Xunying Liu, Helen Meng:
Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection. CoRR abs/2206.13232 (2022) - [i30]Yi Wang, Tianzi Wang, Zi Ye, Lingwei Meng, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng:
Exploring linguistic feature and model combination for speech recognition based automatic AD detection. CoRR abs/2206.13758 (2022) - [i29]Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng:
Bayesian Neural Network Language Modeling for Speech Recognition. CoRR abs/2208.13259 (2022) - [i28]Hui Lu, Disong Wang, Xixin Wu, Zhiyong Wu, Xunying Liu, Helen Meng:
Disentangled Speech Representation Learning for One-Shot Cross-lingual Voice Conversion Using β-VAE. CoRR abs/2210.13771 (2022) - [i27]Yi Wang, Jiajun Deng, Tianzi Wang, Bo Zheng, Shoukang Hu, Xunying Liu, Helen Meng:
Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection. CoRR abs/2210.16539 (2022) - [i26]Zengrui Jin, Xurong Xie, Mengzhe Geng, Tianzi Wang, Shujie Hu, Jiajun Deng, Guinan Li, Xunying Liu:
Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition. CoRR abs/2211.01646 (2022) - [i25]Xurong Xie, Xunying Liu, Hui Chen, Hongan Wang:
Unsupervised Model-based speaker adaptation of end-to-end lattice-free MMI model for speech recognition. CoRR abs/2211.09313 (2022) - 2021
- [j21]Xixin Wu, Yuewen Cao, Hui Lu, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Helen Meng:
Exemplar-Based Emotive Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. 29: 874-886 (2021) - [j20]Shoukang Hu, Xurong Xie, Shansong Liu, Jianwei Yu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng:
Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1514-1529 (2021) - [j19]Songxiang Liu, Yuewen Cao, Disong Wang, Xixin Wu, Xunying Liu, Helen Meng:
Any-to-Many Voice Conversion With Location-Relative Sequence-to-Sequence Modeling. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1717-1728 (2021) - [j18]Jianwei Yu, Shi-Xiong Zhang, Bo Wu, Shansong Liu, Shoukang Hu, Mengzhe Geng, Xunying Liu, Helen Meng, Dong Yu:
Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2067-2082 (2021) - [j17]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
Bayesian Learning for Deep Neural Network Adaptation. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2096-2110 (2021) - [j16]Shansong Liu, Mengzhe Geng, Shoukang Hu, Xurong Xie, Mingyu Cui, Jianwei Yu, Xunying Liu, Helen Meng:
Recent Progress in the CUHK Dysarthric Speech Recognition System. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2267-2281 (2021) - [j15]Xixin Wu, Yuewen Cao, Hui Lu, Songxiang Liu, Disong Wang, Zhiyong Wu, Xunying Liu, Helen Meng:
Speech Emotion Recognition Using Sequential Capsule Networks. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3280-3291 (2021) - [j14]Junhao Xu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng:
Mixed Precision Low-Bit Quantization of Neural Network Language Models for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 29: 3679-3693 (2021) - [c117]Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin:
Understanding the wiring evolution in differentiable neural architecture search. AISTATS 2021: 874-882 - [c116]Disong Wang, Liqun Deng, Yang Zhang, Nianzu Zheng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
Fcl-Taco2: Towards Fast, Controllable and Lightweight Text-to-Speech Synthesis. ICASSP 2021: 5714-5718 - [c115]Xu Li, Na Li, Chao Weng, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Replay and Synthetic Speech Detection with Res2Net Architecture. ICASSP 2021: 6354-6358 - [c114]Jinchao Li, Jianwei Yu, Zi Ye, Simon Wong, Man-Wai Mak, Brian Mak, Xunying Liu, Helen Meng:
A Comparative Study of Acoustic and Linguistic Features Classification for Alzheimer's Disease Detection. ICASSP 2021: 6423-6427 - [c113]Zi Ye, Shoukang Hu, Jinchao Li, Xurong Xie, Mengzhe Geng, Jianwei Yu, Junhao Xu, Boyang Xue, Shansong Liu, Xunying Liu, Helen Meng:
Development of the Cuhk Elderly Speech Recognition System for Neurocognitive Disorder Detection Using the Dementiabank Corpus. ICASSP 2021: 6433-6437 - [c112]Naijun Zheng, Na Li, Bo Wu, Meng Yu, Jianwei Yu, Chao Weng, Dan Su, Xunying Liu, Helen Meng:
A Joint Training Framework of Multi-Look Separator and Speaker Embedding Extractor for Overlapped Speech. ICASSP 2021: 6698-6702 - [c111]Shoukang Hu, Xurong Xie, Shansong Liu, Mingyu Cui, Mengzhe Geng, Xunying Liu, Helen Meng:
Neural Architecture Search for LF-MMI Trained Time Delay Neural Networks. ICASSP 2021: 6758-6762 - [c110]Boyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng:
Bayesian Transformer Language Models for Speech Recognition. ICASSP 2021: 7378-7382 - [c109]Junhao Xu, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Mixed Precision Quantization of Transformer Language Models for Speech Recognition. ICASSP 2021: 7383-7387 - [c108]Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-Shot Voice Conversion. Interspeech 2021: 1344-1348 - [c107]Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization. Interspeech 2021: 2956-2960 - [c106]Hui Lu, Zhiyong Wu, Xixin Wu, Xu Li, Shiyin Kang, Xunying Liu, Helen Meng:
VAENAR-TTS: Variational Auto-Encoder Based Non-AutoRegressive Text-to-Speech Synthesis. Interspeech 2021: 3775-3779 - [c105]Xu Li, Xixin Wu, Hui Lu, Xunying Liu, Helen Meng:
Channel-Wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks. Interspeech 2021: 4314-4318 - [c104]Mengzhe Geng, Shansong Liu, Jianwei Yu, Xurong Xie, Shoukang Hu, Zi Ye, Zengrui Jin, Xunying Liu, Helen Meng:
Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition. Interspeech 2021: 4793-4797 - [c103]Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng:
Adversarial Data Augmentation for Disordered Speech Recognition. Interspeech 2021: 4803-4807 - [c102]Xurong Xie, Rukiye Ruzi, Xunying Liu, Lan Wang:
Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition. Interspeech 2021: 4808-4812 - [c101]Disong Wang, Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng:
Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion. Interspeech 2021: 4813-4817 - [c100]Jiajun Deng, Fabian Ritter Gutierrez, Shoukang Hu, Mengzhe Geng, Xurong Xie, Zi Ye, Shansong Liu, Jianwei Yu, Xunying Liu, Helen Meng:
Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition. Interspeech 2021: 4818-4822 - [c99]Yuewen Cao, Songxiang Liu, Shiyin Kang, Na Hu, Peng Liu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Exploring Cross-lingual Singing Voice Synthesis Using Speech Data. ISCSLP 2021: 1-5 - [c98]Disong Wang, Jianwei Yu, Xixin Wu, Lifa Sun, Xunying Liu, Helen Meng:
Improved End-to-End Dysarthric Speech Recognition via Meta-learning Based Model Re-initialization. ISCSLP 2021: 1-5 - [i24]Boyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng:
Bayesian Transformer Language Models for Speech Recognition. CoRR abs/2102.04754 (2021) - [i23]Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization. CoRR abs/2106.10127 (2021) - [i22]Disong Wang, Liqun Deng, Yu Ting Yeung, Xiao Chen, Xunying Liu, Helen Meng:
VQMIVC: Vector Quantization and Mutual Information-Based Unsupervised Speech Representation Disentanglement for One-shot Voice Conversion. CoRR abs/2106.10132 (2021) - [i21]Hui Lu, Zhiyong Wu, Xixin Wu, Xu Li, Shiyin Kang, Xunying Liu, Helen Meng:
VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis. CoRR abs/2107.03298 (2021) - [i20]Xu Li, Xixin Wu, Hui Lu, Xunying Liu, Helen Meng:
Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks. CoRR abs/2107.08803 (2021) - [i19]Zengrui Jin, Mengzhe Geng, Xurong Xie, Jianwei Yu, Shansong Liu, Xunying Liu, Helen Meng:
Adversarial Data Augmentation for Disordered Speech Recognition. CoRR abs/2108.00899 (2021) - [i18]Junhao Xu, Jianwei Yu, Xunying Liu, Helen Meng:
Mixed Precision DNN Qunatization for Overlapped Speech Separation and Recognition. CoRR abs/2111.14479 (2021) - [i17]Junhao Xu, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers. CoRR abs/2111.14836 (2021) - [i16]Junhao Xu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng:
Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition. CoRR abs/2112.11438 (2021) - [i15]Junhao Xu, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Mixed Precision of Quantization of Transformer Language Models for Speech Recognition. CoRR abs/2112.11540 (2021) - 2020
- [j13]Rongfeng Su, Xunying Liu, Lan Wang, Jingzhou Yang:
Cross-Domain Deep Visual Feature Generation for Mandarin Audio-Visual Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28: 185-197 (2020) - [c97]Shoukang Hu, Sirui Xie, Hehui Zheng, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin:
DSNAS: Direct Neural Architecture Search Without Parameter Retraining. CVPR 2020: 12081-12089 - [c96]Songxiang Liu, Disong Wang, Yuewen Cao, Lifa Sun, Xixin Wu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
End-To-End Accent Conversion Without Using Native Utterances. ICASSP 2020: 6289-6293 - [c95]Xu Li, Jinghua Zhong, Xixin Wu, Jianwei Yu, Xunying Liu, Helen Meng:
Adversarial Attacks on GMM I-Vector Based Speaker Verification Systems. ICASSP 2020: 6579-6583 - [c94]Jianwei Yu, Shi-Xiong Zhang, Jian Wu, Shahram Ghorbani, Bo Wu, Shiyin Kang, Shansong Liu, Xunying Liu, Helen Meng, Dong Yu:
Audio-Visual Recognition of Overlapped Speech for the LRS2 Dataset. ICASSP 2020: 6984-6988 - [c93]Yuewen Cao, Songxiang Liu, Xixin Wu, Shiyin Kang, Peng Liu, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Code-Switched Speech Synthesis Using Bilingual Phonetic Posteriorgram with Only Monolingual Corpora. ICASSP 2020: 7619-7623 - [c92]Disong Wang, Jianwei Yu, Xixin Wu, Songxiang Liu, Lifa Sun, Xunying Liu, Helen Meng:
End-To-End Voice Conversion Via Cross-Modal Knowledge Distillation for Dysarthric Speech Reconstruction. ICASSP 2020: 7744-7748 - [c91]Junhao Xu, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers. ICASSP 2020: 7939-7943 - [c90]Mengzhe Geng, Xurong Xie, Shansong Liu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng:
Investigation of Data Augmentation Techniques for Disordered Speech Recognition. INTERSPEECH 2020: 696-700 - [c89]Shansong Liu, Xurong Xie, Jianwei Yu, Shoukang Hu, Mengzhe Geng, Rongfeng Su, Shi-Xiong Zhang, Xunying Liu, Helen Meng:
Exploiting Cross-Domain Visual Feature Generation for Disordered Speech Recognition. INTERSPEECH 2020: 711-715 - [c88]Xu Li, Na Li, Jinghua Zhong, Xixin Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification. INTERSPEECH 2020: 1540-1544 - [c87]Naijun Zheng, Xixin Wu, Jinghua Zhong, Xunying Liu, Helen Meng:
Speaker-Aware Linear Discriminant Analysis in Speaker Verification. INTERSPEECH 2020: 3012-3016 - [c86]Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng:
Audio-Visual Multi-Channel Recognition of Overlapped Speech. INTERSPEECH 2020: 3496-3500 - [c85]Songxiang Liu, Yuewen Cao, Shiyin Kang, Na Hu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Transferring Source Style in Non-Parallel Voice Conversion. INTERSPEECH 2020: 4721-4725 - [c84]Xu Li, Jinghua Zhong, Jianwei Yu, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng:
Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification. Odyssey 2020: 365-371 - [i14]Jianwei Yu, Shi-Xiong Zhang, Jian Wu, Shahram Ghorbani, Bo Wu, Shiyin Kang, Shansong Liu, Xunying Liu, Helen Meng, Dong Yu:
Audio-visual Recognition of Overlapped speech for the LRS2 dataset. CoRR abs/2001.01656 (2020) - [i13]Xu Li, Xixin Wu, Xunying Liu, Helen Meng:
Deep segmental phonetic posterior-grams based discovery of non-categories in L2 English speech. CoRR abs/2002.00205 (2020) - [i12]Shoukang Hu, Sirui Xie, Hehui Zheng, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin:
DSNAS: Direct Neural Architecture Search without Parameter Retraining. CoRR abs/2002.09128 (2020) - [i11]Xu Li, Jinghua Zhong, Jianwei Yu, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng:
Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification. CoRR abs/2004.04014 (2020) - [i10]Jianwei Yu, Bo Wu, Rongzhi Gu, Shi-Xiong Zhang, Lianwu Chen, Yong Xu, Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng:
Audio-visual Multi-channel Recognition of Overlapped Speech. CoRR abs/2005.08571 (2020) - [i9]Xu Li, Na Li, Jinghua Zhong, Xixin Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification. CoRR abs/2006.06186 (2020) - [i8]Shoukang Hu, Xurong Xie, Shansong Liu, Mengzhe Geng, Xunying Liu, Helen Meng:
Neural Architecture Search for Speech Recognition. CoRR abs/2007.08818 (2020) - [i7]Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin:
Understanding the wiring evolution in differentiable neural architecture search. CoRR abs/2009.01272 (2020) - [i6]Songxiang Liu, Yuewen Cao, Disong Wang, Xixin Wu, Xunying Liu, Helen Meng:
Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling. CoRR abs/2009.02725 (2020) - [i5]Xu Li, Na Li, Chao Weng, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Replay and Synthetic Speech Detection with Res2net Architecture. CoRR abs/2010.15006 (2020) - [i4]Disong Wang, Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng:
Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion. CoRR abs/2011.01678 (2020) - [i3]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
Bayesian Learning for Deep Neural Network Adaptation. CoRR abs/2012.07460 (2020)
2010 – 2019
- 2019
- [j12]Xie Chen, Xunying Liu, Yu Wang, Anton Ragni, Jeremy Heng Meng Wong, Mark J. F. Gales:
Exploiting Future Word Contexts in Neural Network Language Models for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 27(9): 1444-1454 (2019) - [c83]Xurong Xie, Xunying Liu, Tan Lee, Shoukang Hu, Lan Wang:
BLHUC: Bayesian Learning of Hidden Unit Contributions for Deep Neural Network Speaker Adaptation. ICASSP 2019: 5711-5715 - [c82]Shoukang Hu, Max W. Y. Lam, Xurong Xie, Shansong Liu, Jianwei Yu, Xixin Wu, Xunying Liu, Helen Meng:
Bayesian and Gaussian Process Neural Networks for Large Vocabulary Continuous Speech Recognition. ICASSP 2019: 6555-6559 - [c81]Xixin Wu, Songxiang Liu, Yuewen Cao, Xu Li, Jianwei Yu, Dongyang Dai, Xi Ma, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng:
Speech Emotion Recognition Using Capsule Networks. ICASSP 2019: 6695-6699 - [c80]Yuewen Cao, Xixin Wu, Songxiang Liu, Jianwei Yu, Xu Li, Zhiyong Wu, Xunying Liu, Helen Meng:
End-to-end Code-switched TTS with Mix of Monolingual Recordings. ICASSP 2019: 6935-6939 - [c79]Max W. Y. Lam, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng:
Gaussian Process Lstm Recurrent Neural Network Language Models for Speech Recognition. ICASSP 2019: 7235-7239 - [c78]Jianwei Yu, Max W. Y. Lam, Xie Chen, Shoukang Hu, Songxiang Liu, Xixin Wu, Xunying Liu, Helen Meng:
Recurrent Neural Network Language Model Training Using Natural Gradient. ICASSP 2019: 7260-7264 - [c77]Wai-Kim Leung, Xunying Liu, Helen Meng:
CNN-RNN-CTC Based End-to-end Mispronunciation Detection and Diagnosis. ICASSP 2019: 8132-8136 - [c76]Songxiang Liu, Yuewen Cao, Xixin Wu, Lifa Sun, Xunying Liu, Helen Meng:
Jointly Trained Conversion Model and WaveNet Vocoder for Non-Parallel Voice Conversion Using Mel-Spectrograms and Phonetic Posteriorgrams. INTERSPEECH 2019: 714-718 - [c75]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
Fast DNN Acoustic Model Speaker Adaptation by Learning Hidden Unit Contribution Features. INTERSPEECH 2019: 759-763 - [c74]Max W. Y. Lam, Jun Wang, Xunying Liu, Helen Meng, Dan Su, Dong Yu:
Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition. INTERSPEECH 2019: 2778-2782 - [c73]Shoukang Hu, Xurong Xie, Shansong Liu, Max W. Y. Lam, Jianwei Yu, Xixin Wu, Xunying Liu, Helen Meng:
LF-MMI Training of Bayesian and Gaussian Process Time Delay Neural Networks for Speech Recognition. INTERSPEECH 2019: 2793-2797 - [c72]Hang Su, Borislav Dzodzo, Xixin Wu, Xunying Liu, Helen Meng:
Unsupervised Methods for Audio Classification from Lecture Discussion Recordings. INTERSPEECH 2019: 3347-3351 - [c71]Jianwei Yu, Max W. Y. Lam, Shoukang Hu, Xixin Wu, Xu Li, Yuewen Cao, Xunying Liu, Helen Meng:
Comparative Study of Parametric and Representation Uncertainty Modeling for Recurrent Neural Network Language Models. INTERSPEECH 2019: 3510-3514 - [c70]Shoukang Hu, Shansong Liu, Heng Fai Chang, Mengzhe Geng, Jiani Chen, Lau Wing Chung, To Ka Hei, Jianwei Yu, Ka Ho Wong, Xunying Liu, Helen Meng:
The CUHK Dysarthric Speech Recognition Systems for English and Cantonese. INTERSPEECH 2019: 3669-3670 - [c69]Shansong Liu, Shoukang Hu, Yi Wang, Jianwei Yu, Rongfeng Su, Xunying Liu, Helen Meng:
Exploiting Visual Features Using Bayesian Gated Neural Networks for Disordered Speech Recognition. INTERSPEECH 2019: 4120-4124 - [c68]Shansong Liu, Shoukang Hu, Xunying Liu, Helen Meng:
On the Use of Pitch Features for Disordered Speech Recognition. INTERSPEECH 2019: 4130-4134 - [i2]Xu Li, Jinghua Zhong, Xixin Wu, Jianwei Yu, Xunying Liu, Helen Meng:
Adversarial Attacks on GMM i-vector based Speaker Verification Systems. CoRR abs/1911.03078 (2019) - 2018
- [c67]Max W. Y. Lam, Xunying Liu, Helen Mei-Ling Meng, Kelvin Kam-fai Tsoi:
Drawing-Based Automatic Dementia Screening Using Gaussian Process Markov Chains. HICSS 2018: 1-10 - [c66]Xixin Wu, Lifa Sun, Shiyin Kang, Songxiang Liu, Zhiyong Wu, Xunying Liu, Helen Meng:
Feature Based Adaptation for Speaking Style Synthesis. ICASSP 2018: 5304-5308 - [c65]Xunying Liu, Shansong Liu, Jinze Sha, Jianwei Yu, Zhiyuan Xu, Xie Chen, Helen Meng:
Limited-Memory BFGS Optimization of Recurrent Neural Network Language Models for Speech Recognition. ICASSP 2018: 6114-6118 - [c64]Shaoguang Mao, Xu Li, Kun Li, Zhiyong Wu, Xunying Liu, Helen Meng:
Unsupervised Discovery of an Extended Phoneme Set in L2 English Speech for Mispronunciation Detection and Diagnosis. ICASSP 2018: 6244-6248 - [c63]Songxiang Liu, Jinghua Zhong, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng:
Voice Conversion Across Arbitrary Speakers Based on a Single Target-Speaker Utterance. INTERSPEECH 2018: 496-500 - [c62]Max W. Y. Lam, Shoukang Hu, Xurong Xie, Shansong Liu, Jianwei Yu, Rongfeng Su, Xunying Liu, Helen Meng:
Gaussian Process Neural Networks for Speech Recognition. INTERSPEECH 2018: 1778-1782 - [c61]Xu Li, Shaoguang Mao, Xixin Wu, Kun Li, Xunying Liu, Helen Meng:
Unsupervised Discovery of Non-native Phonetic Patterns in L2 English Speech for Mispronunciation Detection and Diagnosis. INTERSPEECH 2018: 2554-2558 - [c60]Jianwei Yu, Xurong Xie, Shansong Liu, Shoukang Hu, Max W. Y. Lam, Xixin Wu, Ka Ho Wong, Xunying Liu, Helen Meng:
Development of the CUHK Dysarthric Speech Recognition System for the UA Speech Corpus. INTERSPEECH 2018: 2938-2942 - [c59]Xixin Wu, Yuewen Cao, Mu Wang, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng:
Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis. INTERSPEECH 2018: 3072-3076 - [c58]Rongfeng Su, Xunying Liu, Lan Wang:
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription. INTERSPEECH 2018: 3509-3513 - [c57]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
Investigation of Stacked Deep Neural Networks and Mixture Density Networks for Acoustic-to-Articulatory Inversion. ISCSLP 2018: 36-40 - [c56]Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng:
The HCCL-CUHK System for the Voice Conversion Challenge 2018. Odyssey 2018: 248-254 - 2017
- [j11]Cai Wingfield, Li Su, Xunying Liu, Chao Zhang, Philip C. Woodland, Andrew Thwaites, Elisabeth Fonteneau, William D. Marslen-Wilson:
Relating dynamic brain states to dynamic machine states: Human and machine solutions to the speech recognition problem. PLoS Comput. Biol. 13(9) (2017) - [c55]Rongfeng Su, Lan Wang, Xunying Liu:
Multimodal learning using 3D audio-visual data for audio-visual speech recognition. IALP 2017: 40-43 - [c54]Runnan Li, Zhiyong Wu, Xunying Liu, Helen M. Meng, Lianhong Cai:
Multi-task learning of structured output layer bidirectional LSTMS for speech synthesis. ICASSP 2017: 5510-5514 - [c53]Xie Chen, Anton Ragni, J. Vasilakes, Xunying Liu, Kate M. Knill, Mark J. F. Gales:
Recurrent neural network language models for keyword search. ICASSP 2017: 5775-5779 - [c52]Xie Chen, Anton Ragni, Xunying Liu, Mark J. F. Gales:
Investigating Bidirectional Recurrent Neural Network Language Models for Speech Recognition. INTERSPEECH 2017: 269-273 - [c51]Xurong Xie, Xunying Liu, Tan Lee, Lan Wang:
RNN-LDA Clustering for Feature Based DNN Adaptation. INTERSPEECH 2017: 2396-2400 - [i1]Xie Chen, Xunying Liu, Anton Ragni, Yu Wang, Mark J. F. Gales:
Future Word Contexts in Neural Network Language Models. CoRR abs/1708.05592 (2017) - 2016
- [j10]Xunying Liu, Xie Chen, Yongqiang Wang, Mark J. F. Gales, Philip C. Woodland:
Two Efficient Lattice Rescoring Methods Using Recurrent Neural Network Language Models. IEEE ACM Trans. Audio Speech Lang. Process. 24(8): 1438-1449 (2016) - [j9]Xie Chen, Xunying Liu, Yongqiang Wang, Mark J. F. Gales, Philip C. Woodland:
Efficient Training and Evaluation of Recurrent Neural Network Language Models for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 24(11): 2146-2157 (2016) - [c50]Linlin Wang, Chao Zhang, Philip C. Woodland, Mark J. F. Gales, Panagiota Karanasou, Pierre Lanchantin, Xunying Liu, Yanmin Qian:
Improved DNN-based segmentation for multi-genre broadcast audio. ICASSP 2016: 5700-5704 - [c49]Xie Chen, Xunying Liu, Y. Qian, Mark J. F. Gales, Philip C. Woodland:
CUED-RNNLM - An open-source toolkit for efficient training and evaluation of recurrent neural network language models. ICASSP 2016: 6000-6004 - [c48]Rongfeng Su, Xunying Liu, Lan Wang:
Convolutional neural network bottleneck features for bi-directional generalized variable parameter HMMs. ICIA 2016: 1126-1131 - [c47]Xurong Xie, Xunying Liu, Lan Wang:
Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information. INTERSPEECH 2016: 1497-1501 - [c46]Pierre Lanchantin, Mark J. F. Gales, Penny Karanasou, Xunying Liu, Yanman Qian, Linlin Wang, Philip C. Woodland, Chao Zhang:
Selection of Multi-Genre Broadcast Data for the Training of Automatic Speech Recognition Systems. INTERSPEECH 2016: 3057-3061 - 2015
- [j8]Rongfeng Su, Xunying Liu, Lan Wang:
Automatic Complexity Control of Generalized Variable Parameter HMMs for Noise Robust Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 23(1): 102-114 (2015) - [c45]Xie Chen, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Investigation of back-off based interpolation between recurrent neural network and n-gram language models. ASRU 2015: 181-186 - [c44]Philip C. Woodland, Xunying Liu, Yanmin Qian, Chao Zhang, Mark J. F. Gales, Penny Karanasou, Pierre Lanchantin, Linlin Wang:
Cambridge university transcription systems for the multi-genre broadcast challenge. ASRU 2015: 639-646 - [c43]Pierre Lanchantin, Mark J. F. Gales, Penny Karanasou, Xunying Liu, Yanmin Qian, Linlin Wang, Philip C. Woodland, Chao Zhang:
The development of the cambridge university alignment systems for the multi-genre broadcast challenge. ASRU 2015: 647-653 - [c42]Penny Karanasou, Mark J. F. Gales, Pierre Lanchantin, Xunying Liu, Yanmin Qian, Linlin Wang, Philip C. Woodland, Chao Zhang:
Speaker diarisation and longitudinal linking in multi-genre broadcast data. ASRU 2015: 660-666 - [c41]Peter Bell, Mark J. F. Gales, Thomas Hain, Jonathan Kilgour, Pierre Lanchantin, Xunying Liu, Andrew McParland, Steve Renals, Oscar Saz, Mirjam Wester, Philip C. Woodland:
The MGB challenge: Evaluating multi-genre broadcast media recognition. ASRU 2015: 687-693 - [c40]Xie Chen, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Improving the training and evaluation efficiency of recurrent neural network language models. ICASSP 2015: 5401-5405 - [c39]Xunying Liu, Xie Chen, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic recurrent neural network language models. ICASSP 2015: 5406-5410 - [c38]Xie Chen, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Recurrent neural network language model training with noise contrastive estimation for speech recognition. ICASSP 2015: 5411-5415 - [c37]Wei Wang, Wenying Xu, Xiang Sui, Lan Wang, Xunying Liu:
Investigations of low resource multi-accent mandarin speech recognition. ICIA 2015: 62-66 - [c36]Xurong Xie, Xunying Liu, Lan Wang, Rongfeng Su:
Generalized variable parameter HMMs based acoustic-to-articulatory inversion. INTERSPEECH 2015: 279-283 - [c35]Rongfeng Su, Xurong Xie, Xunying Liu, Lan Wang:
Efficient use of DNN bottleneck features in generalized variable parameter HMMs for noise robust speech recognition. INTERSPEECH 2015: 2474-2478 - [c34]Xunying Liu, Federico Flego, Linlin Wang, Chao Zhang, Mark J. F. Gales, Philip C. Woodland:
The Cambridge University 2014 BOLT conversational telephone Mandarin Chinese LVCSR system for speech translation. INTERSPEECH 2015: 3145-3149 - [c33]Xie Chen, T. Tan, Xunying Liu, Pierre Lanchantin, M. Wan, Mark J. F. Gales, Philip C. Woodland:
Recurrent neural network language model adaptation for multi-genre broadcast speech recognition. INTERSPEECH 2015: 3511-3515 - 2014
- [j7]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic language models. Comput. Speech Lang. 28(6): 1298-1316 (2014) - [c32]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic neural network language models. ICASSP 2014: 4903-4907 - [c31]Xunying Liu, Yongqiang Wang, Xie Chen, Mark J. F. Gales, Philip C. Woodland:
Efficient lattice rescoring using recurrent neural network language models. ICASSP 2014: 4908-4912 - [c30]Xie Chen, Yongqiang Wang, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Efficient GPU-based training of recurrent neural network language models using spliced sentence bunch. INTERSPEECH 2014: 641-645 - [c29]Xurong Xie, Rongfeng Su, Xunying Liu, Lan Wang:
Deep neural network bottleneck features for generalized variable parameter HMMs. INTERSPEECH 2014: 2739-2743 - 2013
- [j6]Xunying Liu, Mark John Francis Gales, Philip C. Woodland:
Use of contexts in language model interpolation and adaptation. Comput. Speech Lang. 27(1): 301-321 (2013) - [j5]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Language model cross adaptation for LVCSR system combination. Comput. Speech Lang. 27(4): 928-942 (2013) - [c28]Rongfeng Su, Xunying Liu, Lan Wang:
Automatic model complexity control for generalized variable parameter HMMs. ASRU 2013: 150-155 - [c27]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic language models and combination with neural network language models. ICASSP 2013: 8421-8425 - [c26]Pierre Lanchantin, Peter Bell, Mark J. F. Gales, Thomas Hain, Xunying Liu, Yanhua Long, Jennifer Quinnell, Steve Renals, Oscar Saz, Matthew Stephen Seigel, Pawel Swietojanski, Philip C. Woodland:
Automatic Transcription of Multi-genre Media Archives. SLAM@INTERSPEECH 2013: 26-31 - [c25]Yanhua Long, Mark J. F. Gales, Pierre Lanchantin, Xunying Liu, Matthew Stephen Seigel, Philip C. Woodland:
Improving lightly supervised training for broadcast transcription. INTERSPEECH 2013: 2187-2191 - [c24]Yang Li, Xunying Liu, Lan Wang:
Feature space generalized variable parameter HMMs for noise robust recognition. INTERSPEECH 2013: 2968-2972 - [c23]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Cross-domain paraphrasing for improving language modelling using out-of-domain data. INTERSPEECH 2013: 3424-3428 - 2012
- [c22]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Paraphrastic Language Models. INTERSPEECH 2012: 1656-1659 - [c21]Yang Li, Xunying Liu, Lan Wang:
Structured modeling based on generalized variable parameter HMMs and speaker adaptation. ISCSLP 2012: 136-140 - [c20]Peter Bell, Mark J. F. Gales, Pierre Lanchantin, Xunying Liu, Yanhua Long, Steve Renals, Pawel Swietojanski, Philip C. Woodland:
Transcription of multi-genre media archives using out-of-domain data. SLT 2012: 324-329 - 2011
- [j4]Ning Cheng, Xunying Liu, Lan Wang:
A flexible framework for HMM based noise robust speech recognition using generalized parametric space polynomial regression. Sci. China Inf. Sci. 54(12): 2481-2491 (2011) - [c19]Xunying Liu, Mark John Francis Gales, Jim L. Hieronymus, Philip C. Woodland:
Investigation of acoustic units for LVCSR systems. ICASSP 2011: 4872-4875 - [c18]Ning Cheng, Xunying Liu, Lan Wang:
Generalized Variable Parameter HMMs for Noise Robust Speech Recognition. INTERSPEECH 2011: 481-484 - [c17]Frank Diehl, Mark John Francis Gales, Xunying Liu, Marcus Tomalin, Philip C. Woodland:
Word Boundary Modelling and Full Covariance Gaussians for Arabic Speech-to-Text Systems. INTERSPEECH 2011: 777-780 - [c16]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Improving LVCSR System Combination Using Neural Network Language Model Cross Adaptation. INTERSPEECH 2011: 2857-2860 - 2010
- [c15]Xunying Liu, Mark J. F. Gales, Jim L. Hieronymus, Philip C. Woodland:
Language model combination and adaptation usingweighted finite state transducers. ICASSP 2010: 5390-5393 - [c14]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Language model cross adaptation for LVCSR system combination. INTERSPEECH 2010: 342-345 - [c13]Junho Park, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Improved neural network based language modelling and adaptation. INTERSPEECH 2010: 1041-1044
2000 – 2009
- 2009
- [c12]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Use of contexts in language model interpolation and adaptation. INTERSPEECH 2009: 360-363 - [c11]Jim L. Hieronymus, Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Exploiting Chinese character models to improve speech recognition performance. INTERSPEECH 2009: 364-367 - 2008
- [c10]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Context dependent language model adaptation. INTERSPEECH 2008: 837-840 - 2007
- [j3]Xunying Liu, Mark J. F. Gales:
Automatic Model Complexity Control Using Marginalized Discriminative Growth Functions. IEEE Trans. Speech Audio Process. 15(4): 1414-1424 (2007) - [c9]Xunying Liu, William J. Byrne, Mark J. F. Gales, Adrià de Gispert, Marcus Tomalin, Philip C. Woodland, Kai Yu:
Discriminative language model adaptation for Mandarin broadcast speech transcription and translation. ASRU 2007: 153-158 - [c8]Marcus Tomalin, Mark J. F. Gales, X. Andrew Liu, Khe Chai Sim, Rohit Sinha, Lan Wang, Philip C. Woodland, Kai Yu:
Improving Speech Transcription for Mandarin-English Translation. ICASSP (4) 2007: 97-100 - [c7]Mark J. F. Gales, Xunying Liu, Rohit Sinha, Philip C. Woodland, Kai Yu, Spyros Matsoukas, Tim Ng, Kham Nguyen, Long Nguyen, Jean-Luc Gauvain, Lori Lamel, Abdelkhalek Messaoudi:
Speech Recognition System Combination for Machine Translation. ICASSP (4) 2007: 1277-1280 - 2006
- [j2]Thomas Hain, Philip C. Woodland, Gunnar Evermann, Mark J. F. Gales, Xunying Liu, Gareth L. Moore, Daniel Povey, Lan Wang:
Corrections to "Automatic Transcription of Conversational Telephone Speech". IEEE Trans. Speech Audio Process. 14(2): 727-727 (2006) - [c6]Rohit Sinha, Mark J. F. Gales, Do Yeong Kim, X. Andrew Liu, Khe Chai Sim, Philip C. Woodland:
The Cu-Htk Mandarin Broadcast News Transcription System. ICASSP (1) 2006: 1077-1080 - 2005
- [j1]Thomas Hain, Philip C. Woodland, Gunnar Evermann, Mark J. F. Gales, Xunying Liu, Gareth L. Moore, Daniel Povey, Lan Wang:
Automatic transcription of conversational telephone speech. IEEE Trans. Speech Audio Process. 13(6): 1173-1185 (2005) - [c5]Mark J. F. Gales, Bin Jia, X. Andrew Liu, Khe Chai Sim, Philip C. Woodland, Kai Yu:
Development of the CUHTK 2004 Mandarin Conversational Telephone Speech Transcription System. ICASSP (1) 2005: 841-844 - [c4]Xunying Liu, Mark J. F. Gales, Khe Chai Sim, Kai Yu:
Investigation of Acoustic Modeling Techniques for LVCSR Systems. ICASSP (1) 2005: 849-852 - 2004
- [c3]Gunnar Evermann, Ho Yin Chan, Mark J. F. Gales, Thomas Hain, Xunying Liu, David Mrva, Lan Wang, Philip C. Woodland:
Development of the 2003 CU-HTK conversational telephone speech transcription system. ICASSP (1) 2004: 249-252 - [c2]Xunying Liu, Mark J. F. Gales:
Model complexity control and compression using discriminative growth functions. ICASSP (1) 2004: 797-800 - 2003
- [c1]Xunying Liu, Mark J. F. Gales, Philip C. Woodland:
Automatic complexity control for HLDA systems. ICASSP (1) 2003: 132-135
Coauthor Index
Mark J. F. Gales
aka: Mark John Francis Gales
aka: Mark John Francis Gales
[j30] [j29] [c151] [c150] [c148] [i75] [i70] [i69] [i68] [i66] [i64] [j27] [c146] [c145] [c139] [c138] [c136] [c135] [c133] [i58] [i55] [i53] [i52] [i51] [i50] [j24] [j23] [j22] [c130] [c122] [c121] [c119] [i49] [i48] [i47] [i46] [i41] [i40] [i39] [i36] [i35] [i34] [i32] [i31] [i29] [i26] [j20] [j18] [j16] [c113] [c111] [c110] [c104] [c103] [c100] [i24] [i19] [c90] [c89] [i8] [c70]
[i70] [i68] [c142] [c139] [c134] [i52] [j24] [j22] [c130] [c129] [c123] [c121] [c120] [c119] [i49] [i48] [i47] [i46] [i40] [i38] [i34] [i33] [i31] [i30] [i29] [i27] [j20] [j18] [j16] [j14] [c117] [c113] [c111] [c110] [c109] [c104] [c100] [i24] [i17] [i16] [i15] [c97] [c91] [c90] [c89] [c84] [i12] [i11] [i8] [i7] [c83] [c82] [c81] [c79] [c78] [c73] [c71] [c70] [c69] [c68] [c62] [c60]
[j29] [c149] [c147] [i74] [i73] [i70] [i69] [i66] [i65] [i64] [i63] [i60] [j27] [j26] [c146] [c144] [c143] [c142] [c140] [c139] [c138] [c136] [i58] [i57] [i56] [i52] [i51] [j24] [j23] [j22] [c132] [c131] [c130] [c129] [c128] [c127] [c126] [c125] [c124] [c123] [c122] [c121] [c120] [c119] [c118] [i49] [i48] [i47] [i46] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i35] [i34] [i33] [i32] [i31] [i30] [i29] [i28] [i27] [j21] [j20] [j19] [j18] [j16] [j15] [j14] [c116] [c115] [c114] [c113] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c101] [c100] [c99] [c98] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [c96] [c95] [c94] [c93] [c92] [c91] [c90] [c89] [c88] [c87] [c86] [c85] [c84] [i14] [i13] [i11] [i10] [i9] [i8] [i6] [i5] [i4] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [i2] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [c56] [c54]
[c149] [c147] [i74] [i73] [i65] [i63] [i60] [j26] [c144] [c143] [c140] [i57] [i56] [c131] [c129] [c125] [c120] [c118] [i42] [i38] [i30] [i28] [j21] [j19] [j15] [c106] [c105] [c101] [c98] [i21] [i20] [c96] [c95] [c93] [c92] [c88] [c87] [c84] [i13] [i11] [i9] [i6] [i4] [c82] [c81] [c80] [c78] [c76] [c73] [c72] [c71] [i2] [c66] [c63] [c61] [c60] [c59] [c56]
[j29] [c151] [c150] [i71] [i70] [i69] [i66] [i64] [j28] [c146] [c145] [c141] [c138] [c136] [c135] [c133] [i59] [i58] [i55] [i53] [i50] [j24] [j23] [c130] [c122] [c121] [i49] [i48] [i47] [i46] [i45] [i44] [i41] [i40] [i39] [i35] [i34] [i32] [i26] [i25] [j20] [j17] [j16] [c113] [c111] [c104] [c103] [c102] [c100] [i19] [c90] [c89] [i8] [i3] [c83] [c82] [c75] [c73] [c62] [c60] [c57] [c51] [c47] [c36] [c35] [c29]
[c138] [c135] [i55] [j24] [c132] [c127] [c126] [i49] [i48] [i47] [i46] [i39] [i37] [j20] [j18] [j16] [j14] [c114] [c113] [c112] [c110] [c109] [c104] [c103] [c100] [c98] [i24] [i19] [i18] [i17] [i16] [i15] [c95] [c94] [c92] [c91] [c90] [c89] [c86] [c84] [i14] [i11] [i10] [c82] [c81] [c80] [c79] [c78] [c73] [c71] [c70] [c69] [i2] [c65] [c62] [c60]
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