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ORCIDZhijian Ou
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- affiliation: Tsinghua University, China
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2020 – today
- 2024
[j8]Zhijian Ou:
Energy-Based Models with Applications to Speech and Language Processing. Found. Trends Signal Process. 18(1-2): 1-199 (2024)- [c57]Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li:
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. LREC/COLING 2024: 17042-17061 - [i50]Zhijian Ou:
Energy-Based Models with Applications to Speech and Language Processing. CoRR abs/2403.10961 (2024) - [i49]Yucheng Cai, Si Chen, Yi Huang, Junlan Feng, Zhijian Ou:
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG). CoRR abs/2405.13084 (2024) - [i48]Saierdaer Yusuyin, Te Ma, Hao Huang, Wenbo Zhao, Zhijian Ou:
Whistle: Data-Efficient Multilingual and Crosslingual Speech Recognition via Weakly Phonetic Supervision. CoRR abs/2406.02166 (2024) - [i47]Wenbo Zhao, Ziwei Li, Chuan Yu, Zhijian Ou:
CUSIDE-T: Chunking, Simulating Future and Decoding for Transducer based Streaming ASR. CoRR abs/2407.10255 (2024) - [i46]Lukuan Dong, Donghong Qin, Fengbo Bai, Fanhua Song, Yan Liu, Chen Xu, Zhijian Ou:
Low-Resourced Speech Recognition for Iu Mien Language via Weakly-Supervised Phoneme-based Multilingual Pre-training. CoRR abs/2407.13292 (2024) - [i45]Yuetong Zhao, Hongyu Cao, Xianyu Zhao, Zhijian Ou:
An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought. CoRR abs/2407.15569 (2024) - 2023
- [j7]Hong Liu, Yucheng Cai, Zhenru Lin
, Zhijian Ou, Yi Huang, Junlan Feng:
Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog Systems. IEEE ACM Trans. Audio Speech Lang. Process. 31: 970-984 (2023) - [c56]Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng:
Prompt Pool Based Class-Incremental Continual Learning for Dialog State Tracking. ASRU 2023: 1-8 - [c55]Hong Liu, Zhaobiao Lv, Zhijian Ou, Wenbo Zhao, Qing Xiao:
Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition. INTERSPEECH 2023: 476-480 - [c54]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. INTERSPEECH 2023: 4673-4677 - [c53]Wenyu Zhu, Zhiyao Feng, Zihan Zhang, Jianjun Chen, Zhijian Ou, Min Yang, Chao Zhang:
Callee: Recovering Call Graphs for Binaries with Transfer and Contrastive Learning. SP 2023: 2357-2374 - [i44]Xinwei Zhang, Zhiqiang Tan, Zhijian Ou:
Persistently Trained, Diffusion-assisted Energy-based Models. CoRR abs/2304.10707 (2023) - [i43]Hong Liu, Zhaobiao Lv, Zhijian Ou, Wenbo Zhao, Qing Xiao:
Exploring Energy-based Language Models with Different Architectures and Training Methods for Speech Recognition. CoRR abs/2305.12676 (2023) - [i42]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision. CoRR abs/2305.13199 (2023) - [i41]Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li:
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. CoRR abs/2309.11065 (2023) - [i40]Hong Liu, Yucheng Cai, Yuan Zhou, Zhijian Ou, Yi Huang, Junlan Feng:
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking. CoRR abs/2311.10271 (2023) - 2022
- [c52]Keyu An, Huahuan Zheng, Zhijian Ou, Hongyu Xiang, Ke Ding, Guanglu Wan:
CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR. INTERSPEECH 2022: 2103-2107 - [c51]Huahuan Zheng, Keyu An, Zhijian Ou, Chen Huang, Ke Ding, Guanglu Wan:
An Empirical Study of Language Model Integration for Transducer based Speech Recognition. INTERSPEECH 2022: 3904-3908 - [c50]Keyu An, Ji Xiao, Zhijian Ou:
Exploiting Single-Channel Speech for Multi-Channel End-to-End Speech Recognition: A Comparative Study. ISCSLP 2022: 180-184 - [c49]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. SIGDIAL 2022: 456-467 - [c48]Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng:
Building Markovian Generative Architectures Over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems. SLT 2022: 382-389 - [i39]Keyu An, Zhijian Ou:
Exploiting Single-Channel Speech for Multi-Channel End-to-End Speech Recognition: A Comparative Study. CoRR abs/2203.16757 (2022) - [i38]Keyu An, Huahuan Zheng, Zhijian Ou, Hongyu Xiang, Ke Ding, Guanglu Wan:
CUSIDE: Chunking, Simulating Future Context and Decoding for Streaming ASR. CoRR abs/2203.16758 (2022) - [i37]Huahuan Zheng, Keyu An, Zhijian Ou, Chen Huang, Ke Ding, Guanglu Wan:
An Empirical Study of Language Model Integration for Transducer based Speech Recognition. CoRR abs/2203.16776 (2022) - [i36]Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng:
Revisiting Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems. CoRR abs/2204.06452 (2022) - [i35]Zhijian Ou, Junlan Feng, Juanzi Li, Yakun Li, Hong Liu, Hao Peng, Yi Huang, Jiangjiang Zhao:
A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems. CoRR abs/2207.02657 (2022) - [i34]Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models. CoRR abs/2207.12235 (2022) - [i33]Hong Liu, Hao Peng, Zhijian Ou, Juanzi Li, Yi Huang, Junlan Feng:
Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset. CoRR abs/2209.13464 (2022) - [i32]Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng:
Jointly Reinforced User Simulator and Task-oriented Dialog System with Simplified Generative Architecture. CoRR abs/2210.06706 (2022) - [i31]Hong Liu, Yucheng Cai, Zhijian Ou, Yi Huang, Junlan Feng:
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems. CoRR abs/2210.08692 (2022) - 2021
- [c47]Chengrui Zhu, Keyu An, Huahuan Zheng, Zhijian Ou:
Multilingual and Crosslingual Speech Recognition Using Phonological-Vector Based Phone Embeddings. ASRU 2021: 1034-1041 - [c46]Keyu An, Yi Zhang, Zhijian Ou:
Deformable TDNN with Adaptive Receptive Fields for Speech Recognition. Interspeech 2021: 2067-2071 - [c45]Yunfu Song, Huahuan Zheng, Zhijian Ou:
An Empirical Comparison of Joint-Training and Pre-Training for Domain-Agnostic Semi-Supervised Learning Via Energy-Based Models. MLSP 2021: 1-6 - [c44]Huahuan Zheng, Keyu An, Zhijian Ou:
Efficient Neural Architecture Search for End-to-End Speech Recognition Via Straight-Through Gradients. SLT 2021: 60-67 - [c43]Fan Yu, Zhuoyuan Yao, Xiong Wang, Keyu An, Lei Xie, Zhijian Ou, Bo Liu, Xiulin Li, Guanqiong Miao:
The SLT 2021 Children Speech Recognition Challenge: Open Datasets, Rules and Baselines. SLT 2021: 1117-1123 - [i30]Keyu An, Yi Zhang, Zhijian Ou:
Deformable TDNN with adaptive receptive fields for speech recognition. CoRR abs/2104.14791 (2021) - [i29]Huahuan Zheng, Wenjie Peng, Zhijian Ou, Jinsong Zhang:
Advancing CTC-CRF Based End-to-End Speech Recognition with Wordpieces and Conformers. CoRR abs/2107.03007 (2021) - [i28]Chengrui Zhu, Keyu An, Huahuan Zheng, Zhijian Ou:
Multilingual and crosslingual speech recognition using phonological-vector based phone embeddings. CoRR abs/2107.05038 (2021) - [i27]Hong Liu, Yucheng Cai, Zhenru Lin, Zhijian Ou, Yi Huang, Junlan Feng:
Variational Latent-State GPT for Semi-supervised Task-Oriented Dialog Systems. CoRR abs/2109.04314 (2021) - [i26]Wenyu Zhu, Zhiyao Feng, Zihan Zhang, Zhijian Ou, Min Yang, Chao Zhang:
iCallee: Recovering Call Graphs for Binaries. CoRR abs/2111.01415 (2021) - 2020
- [j6]Yunfu Song, Zhijian Ou:
Semi-Supervised Seq2seq Joint-Stochastic-Approximation Autoencoders With Applications to Semantic Parsing. IEEE Signal Process. Lett. 27: 31-35 (2020) - [c42]Yichi Zhang, Zhijian Ou, Zhou Yu:
Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context. AAAI 2020: 9604-9611 - [c41]Silin Gao, Yichi Zhang, Zhijian Ou, Zhou Yu:
Paraphrase Augmented Task-Oriented Dialog Generation. ACL 2020: 639-649 - [c40]Yichi Zhang, Zhijian Ou, Min Hu, Junlan Feng:
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. EMNLP (1) 2020: 9207-9219 - [c39]Silin Gao, Zhijian Ou, Wei Yang, Huifang Xu:
Integrating Discrete and Neural Features Via Mixed-Feature Trans-Dimensional Random Field Language Models. ICASSP 2020: 6169-6173 - [c38]Yunfu Song, Zhijian Ou, Zitao Liu, Songfan Yang:
Upgrading CRFS to JRFS and its Benefits to Sequence Modeling and Labeling. ICASSP 2020: 8214-8218 - [c37]Keyu An, Hongyu Xiang, Zhijian Ou:
CAT: A CTC-CRF Based ASR Toolkit Bridging the Hybrid and the End-to-End Approaches Towards Data Efficiency and Low Latency. INTERSPEECH 2020: 566-570 - [c36]Yichi Zhang, Yinpei Dai, Zhijian Ou, Huixin Wang, Junlan Feng:
Improved Learning of Word Embeddings with Word Definitions and Semantic Injection. INTERSPEECH 2020: 4253-4257 - [c35]Zhijian Ou, Yunfu Song:
Joint Stochastic Approximation and Its Application to Learning Discrete Latent Variable Models. UAI 2020: 929-938 - [i25]Silin Gao, Zhijian Ou, Wei Yang, Huifang Xu:
Integrating Discrete and Neural Features via Mixed-feature Trans-dimensional Random Field Language Models. CoRR abs/2002.05967 (2020) - [i24]Silin Gao, Yichi Zhang, Zhijian Ou, Zhou Yu:
Paraphrase Augmented Task-Oriented Dialog Generation. CoRR abs/2004.07462 (2020) - [i23]Keyu An, Hongyu Xiang, Zhijian Ou:
CAT: A CTC-CRF based ASR Toolkit Bridging the Hybrid and the End-to-end Approaches towards Data Efficiency and Low Latency. CoRR abs/2005.13326 (2020) - [i22]Zhijian Ou, Yunfu Song:
Joint Stochastic Approximation and Its Application to Learning Discrete Latent Variable Models. CoRR abs/2005.14001 (2020) - [i21]Yichi Zhang, Zhijian Ou, Huixin Wang, Junlan Feng:
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. CoRR abs/2009.08115 (2020) - [i20]Yunfu Song, Huahuan Zheng, Zhijian Ou:
An empirical study of domain-agnostic semi-supervised learning via energy-based models: joint-training and pre-training. CoRR abs/2010.13116 (2020) - [i19]Huahuan Zheng, Keyu An, Zhijian Ou:
Efficient Neural Architecture Search for End-to-end Speech Recognition via Straight-Through Gradients. CoRR abs/2011.05649 (2020) - [i18]Fan Yu, Zhuoyuan Yao, Xiong Wang, Keyu An, Lei Xie, Zhijian Ou, Bo Liu, Xiulin Li, Guanqiong Miao:
The SLT 2021 children speech recognition challenge: Open datasets, rules and baselines. CoRR abs/2011.06724 (2020)
2010 – 2019
- 2019
- [c34]Kai Hu, Zhijian Ou, Min Hu, Junlan Feng:
Neural CRF Transducers for Sequence Labeling. ICASSP 2019: 2997-3001 - [c33]Hongyu Xiang, Zhijian Ou:
CRF-based Single-stage Acoustic Modeling with CTC Topology. ICASSP 2019: 5676-5680 - [i17]Keyu An, Hongyu Xiang, Zhijian Ou:
CAT: CRF-based ASR Toolkit. CoRR abs/1911.08747 (2019) - [i16]Yichi Zhang, Zhijian Ou, Zhou Yu:
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context. CoRR abs/1911.10484 (2019) - 2018
- [j5]Bin Wang, Zhijian Ou, Zhiqiang Tan:
Learning Trans-Dimensional Random Fields with Applications to Language Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 40(4): 876-890 (2018) - [c32]Bin Wang, Zhijian Ou:
Learning Neural Trans-Dimensional Random Field Language Models with Noise-Contrastive Estimation. ICASSP 2018: 6134-6138 - [c31]Yinpei Dai, Zhijian Ou, Dawei Ren, Pengfei Yu:
Tracking of Enriched Dialog States for Flexible Conversational Information Access. ICASSP 2018: 6139-6143 - [c30]Zhangyu Xiao, Zhijian Ou, Wei Chu, Hui Lin:
Hybrid CTC-Attention based End-to-End Speech Recognition using Subword Units. ISCSLP 2018: 146-150 - [c29]Yutian Li, Feng Gao, Zhijian Ou, Jiasong Sun:
Angular Softmax Loss for End-to-end Speaker Verification. ISCSLP 2018: 190-194 - [c28]Yichi Zhang, Zhijian Ou:
Learning Sparse Structured Ensembles with stochastic Gradient MCMC Sampling and Network Pruning. MLSP 2018: 1-6 - [c27]Bin Wang, Zhijian Ou:
Improved Training Of Neural Trans-Dimensional Random field Language Models with Dynamic Noise-Contrastive Estimation. SLT 2018: 70-76 - [i15]Yichi Zhang, Zhijian Ou:
Learning Sparse Structured Ensembles with SG-MCMC and Network Pruning. CoRR abs/1803.00184 (2018) - [i14]Yunfu Song, Zhijian Ou:
Learning Neural Random Fields with Inclusive Auxiliary Generators. CoRR abs/1806.00271 (2018) - [i13]Bin Wang, Zhijian Ou:
Improved training of neural trans-dimensional random field language models with dynamic noise-contrastive estimation. CoRR abs/1807.00993 (2018) - [i12]Zhangyu Xiao, Zhijian Ou, Wei Chu, Hui Lin:
Hybrid CTC-Attention based End-to-End Speech Recognition using Subword Units. CoRR abs/1807.04978 (2018) - [i11]Zhijian Ou:
A Review of Learning with Deep Generative Models from perspective of graphical modeling. CoRR abs/1808.01630 (2018) - [i10]Yinpei Dai, Yichi Zhang, Zhijian Ou, Yanmeng Wang, Junlan Feng:
Elastic CRFs for Open-ontology Slot Filling. CoRR abs/1811.01331 (2018) - [i9]Kai Hu, Zhijian Ou, Min Hu, Junlan Feng:
Neural CRF transducers for sequence labeling. CoRR abs/1811.01382 (2018) - 2017
- [c26]Bin Wang, Zhijian Ou:
Language modeling with neural trans-dimensional random fields. ASRU 2017: 294-300 - [c25]Yiyan Wang, Haotian Xu, Zhijian Ou:
Joint Bayesian Gaussian Discriminant Analysis for speaker verification. ICASSP 2017: 5390-5394 - [i8]Bin Wang, Zhijian Ou:
Language modeling with Neural trans-dimensional random fields. CoRR abs/1707.07240 (2017) - [i7]Bin Wang, Zhijian Ou:
Learning neural trans-dimensional random field language models with noise-contrastive estimation. CoRR abs/1710.10739 (2017) - [i6]Yinpei Dai, Zhijian Ou, Dawei Ren, Pengfei Yu:
Tracking of enriched dialog states for flexible conversational information access. CoRR abs/1711.03381 (2017) - 2016
- [j4]Haotian Xu, Zhijian Ou:
Scalable Discovery of Audio Fingerprint Motifs in Broadcast Streams With Determinantal Point Process Based Motif Clustering. IEEE ACM Trans. Audio Speech Lang. Process. 24(5): 978-989 (2016) - [c24]Ruobai Wang, Yang Zhang, Zhijian Ou, Mark Hasegawa-Johnson:
Use of particle filtering and MCMC for inference in Probabilistic Acoustic Tube model. SSP 2016: 1-5 - [c23]Martin J. Zhang, Zhijian Ou:
Block-wise map inference for determinantal point processes with application to change-point detection. SSP 2016: 1-5 - [i5]Haotian Xu, Zhijian Ou:
Joint Stochastic Approximation learning of Helmholtz Machines. CoRR abs/1603.06170 (2016) - [i4]Bin Wang, Zhijian Ou, Yong He, Akinori Kawamura:
Improving and Scaling Trans-dimensional Random Field Language Models. CoRR abs/1603.09170 (2016) - [i3]Yiyan Wang, Haotian Xu, Zhijian Ou:
Joint Bayesian Gaussian discriminant analysis for speaker verification. CoRR abs/1612.04056 (2016) - 2015
- [c22]Bin Wang, Zhijian Ou, Zhiqiang Tan:
Trans-dimensional Random Fields for Language Modeling. ACL (1) 2015: 785-794 - [c21]Yang Zhang, Zhijian Ou, Mark Hasegawa-Johnson:
Incorporating AM-FM effect in voiced speech for probabilistic acoustic tube model. WASPAA 2015: 1-5 - [i2]Jinye Zhang, Zhijian Ou:
Block-Wise MAP Inference for Determinantal Point Processes with Application to Change-Point Detection. CoRR abs/1503.06239 (2015) - 2014
- [c20]Yang Zhang, Zhijian Ou, Mark Hasegawa-Johnson:
Improvement of Probabilistic Acoustic Tube model for speech decomposition. ICASSP 2014: 7929-7933 - [c19]Bin Wang, Zhijian Ou, Jian Li, Akinori Kawamura:
Joint-character-POC N-gram language modeling for Chinese speech recognition. ISCSLP 2014: 24-28 - [i1]Jing Liu, Fei Qiao, Zhijian Ou, Huazhong Yang:
Low-complexity video encoder for smart eyes based on underdetermined blind signal separation. CoRR abs/1405.5948 (2014) - 2012
- [c18]Zhijian Ou, Kan Deng:
Combining eigenvoice speaker modeling and VTS-based environment compensation for robust speech recognition. ICASSP 2012: 4673-4676 - [c17]Zhijian Ou, Huaqing Luo:
CRF-based confidence measures of recognized candidates for lattice-based audio indexing. ICASSP 2012: 4933-4936 - [c16]Zhijian Ou, Yang Zhang:
Probabilistic acoustic tube: a probabilistic generative model of speech for speech analysis/synthesis. AISTATS 2012: 841-849 - 2011
- [c15]Yun Wang, Zhijian Ou:
Combining HMM-based melody extraction and NMF-based soft masking for separating voice and accompaniment from monaural audio. ICASSP 2011: 1-4 - 2010
- [c14]Nan Ding, Zhijian Ou:
Variational nonparametric Bayesian Hidden Markov Model. ICASSP 2010: 2098-2101 - [c13]Qin Shi, Kun Li, Shilei Zhang, Stephen M. Chu, Ji Xiao, Zhijian Ou:
Spoken English assessment system for non-native speakers using acoustic and prosodic features. INTERSPEECH 2010: 1874-1877 - [c12]Zhijian Ou, Ji Xiao:
A study of large vocabulary speech recognition decoding using finite-state graphs. ISCSLP 2010: 123-128 - [c11]Yimin Tan, Zhijian Ou:
Topic-weak-correlated Latent Dirichlet allocation. ISCSLP 2010: 224-228
2000 – 2009
- 2008
- [c10]Cong Li, Zhijian Ou, Wei Hu, Tao Wang, Yimin Zhang:
Caption-aided speech detection in videos. ICASSP 2008: 141-144 - 2007
- [j3]Hui Lin, Zhijian Ou:
Switching Auxiliary Chains for Speech Recognition. IEEE Signal Process. Lett. 14(8): 568-571 (2007) - [j2]Xianyu Zhao, Zhijian Ou:
Closely Coupled Array Processing and Model-Based Compensation for Microphone Array Speech Recognition. IEEE Trans. Speech Audio Process. 15(3): 1114-1122 (2007) - [c9]Zhijian Ou, Jun Luo:
Latent Correlation Analysis of HMM Parameters for Speech Recognition. ICASSP (4) 2007: 753-756 - 2006
- [j1]Hui Lin, Zhijian Ou, Xi Xiao:
Generalized Time-Series Active Search With Kullback-Leibler Distance for Audio Fingerprinting. IEEE Signal Process. Lett. 13(8): 465-468 (2006) - [c8]Hui Lin, Zhijian Ou:
Switching Auxiliary Chains for Speech Recognition based on Dynamic Bayesian Networks. ICPR (4) 2006: 258-261 - [c7]Hui Lin, Zhijian Ou:
Partial-tied-mixture Auxiliary Chain Models for Speech Recognition Based on Dynamic Bayesian Networks. SMC 2006: 4415-4419 - 2005
- [c6]Xianyu Zhao, Zhijian Ou, Minhua Chen, Zuoying Wang:
Closely Coupled Array Processing and Model-Based Compensation for Microphone Array Speech Recognition. ICASSP (1) 2005: 417-420 - [c5]Jun Luo, Zhijian Ou, Zuoying Wang:
Discriminative speaker adaptation with eigenvoices. INTERSPEECH 2005: 1805-1808 - 2004
- [c4]Zhijian Ou, Zuoying Wang:
Discriminative combination of multiple linear predictions for speech recognition. INTERSPEECH 2004: 553-556 - 2002
- [c3]Zhijian Ou, Zuoying Wang:
A new combined model of statics-dynamics of speech. ICASSP 2002: 965-968 - [c2]Zhijian Ou, Zuoying Wang:
A combined model of statics-dynamics of speech optimized using maximum mutual information. INTERSPEECH 2002: 2629-2632 - 2001
- [c1]Zhijian Ou, Zuoying Wang:
A new DP-like speaker clustering algorithm. INTERSPEECH 2001: 791-794
Coauthor Index
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