D. Povey

Most-cited papers

Librispeech: An ASR corpus based on public domain audio books
Vassil Panayotov, Guo-Guo Chen, D. Povey, S. Khudanpur
2015IEEE International Conference on Acoustics, Speech, and Signal Processing8,646 citations
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X-Vectors: Robust DNN Embeddings for Speaker Recognition
D. Snyder, D. Garcia-Romero, G. Sell, D. Povey +1 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing3,188 citations
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MUSAN: A Music, Speech, and Noise Corpus
D. Snyder, Guo-Guo Chen, D. Povey
2015arXiv.org1,789 citations
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A study on data augmentation of reverberant speech for robust speech recognition
Tom Ko, Vijayaditya Peddinti, D. Povey, M. Seltzer +1 more
2017IEEE International Conference on Acoustics, Speech, and Signal Processing1,234 citations
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Purely Sequence-Trained Neural Networks for ASR Based on Lattice-Free MMI
D. Povey, Vijayaditya Peddinti, Daniel Galvez, P. Ghahremani +4 more
2016Interspeech895 citations
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Deep Neural Network Embeddings for Text-Independent Speaker Verification
D. Snyder, D. Garcia-Romero, D. Povey, S. Khudanpur
2017Interspeech804 citations
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GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10, 000 Hours of Transcribed Audio
Guo-Guo Chen, Shuzhou Chai, Guan-Bo Wang, Jia-Yu Du +17 more
2021Interspeech668 citations Open access
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Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks
D. Povey, Gaofeng Cheng, Yiming Wang, Ke Li +3 more
2018Interspeech529 citations
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CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
Shinji Watanabe, Michael I. Mandel, J. Barker, E. Vincent +17 more
20206th International Workshop on Speech Processing in Everyday Environments (CHiME 2020)443 citations Open access
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Deep neural network-based speaker embeddings for end-to-end speaker verification
D. Snyder, P. Ghahremani, D. Povey, D. Garcia-Romero +2 more
2016Spoken Language Technology Workshop367 citations
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Speaker Recognition for Multi-speaker Conversations Using X-vectors
D. Snyder, D. Garcia-Romero, G. Sell, A. McCree +2 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing327 citations
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Speaker diarization using deep neural network embeddings
D. Garcia-Romero, D. Snyder, G. Sell, D. Povey +1 more
2017IEEE International Conference on Acoustics, Speech, and Signal Processing274 citations
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Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification
Yingke Zhu, Tom Ko, D. Snyder, B. Mak +1 more
2018Interspeech272 citations
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Spoken Language Recognition using X-vectors
D. Snyder, D. Garcia-Romero, A. McCree, G. Sell +2 more
2018The Speaker and Language Recognition Workshop252 citations
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Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge
G. Sell, D. Snyder, A. McCree, D. Garcia-Romero +7 more
2018Interspeech239 citations
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Low Latency Acoustic Modeling Using Temporal Convolution and LSTMs
Vijayaditya Peddinti, Yiming Wang, D. Povey, S. Khudanpur
2018IEEE Signal Processing Letters172 citations Open access
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End-to-end Speech Recognition Using Lattice-free MMI
Hossein Hadian, H. Sameti, D. Povey, S. Khudanpur
2018Interspeech171 citations
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A Time-Restricted Self-Attention Layer for ASR
D. Povey, Hossein Hadian, P. Ghahremani, Ke Li +1 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing163 citations
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speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment
Jun-Bo Zhang, Zhiwen Zhang, Yong-Qing Wang, Zhi-Yong Yan +5 more
2021Interspeech155 citations Open access
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Emotion Identification from Raw Speech Signals Using DNNs
Mousmita Sarma, P. Ghahremani, D. Povey, N. Goel +2 more
2018Interspeech125 citations
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A Pruned Rnnlm Lattice-Rescoring Algorithm for Automatic Speech Recognition
Hainan Xu, Tongfei Chen, Dongji Gao, Yiming Wang +5 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing118 citations
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An Exploration of Dropout with LSTMs
Gaofeng Cheng, Vijayaditya Peddinti, D. Povey, Vimal Manohar +2 more
2017Interspeech112 citations
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Probing the Information Encoded in X-Vectors
Desh Raj, D. Snyder, D. Povey, S. Khudanpur
2019Automatic Speech Recognition & Understanding106 citations Open access
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State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18
J. Villalba, Nan-Xin Chen, D. Snyder, D. Garcia-Romero +12 more
2019Interspeech101 citations
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Pruned RNN-T for fast, memory-efficient ASR training
Fang-Jun Kuang, Liyong Guo, Wei Kang, Long Lin +3 more
2022Interspeech96 citations Open access
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Acoustic Modelling from the Signal Domain Using CNNs
P. Ghahremani, Vimal Manohar, D. Povey, S. Khudanpur
2016Interspeech93 citations
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DOVER-Lap: A Method for Combining Overlap-Aware Diarization Outputs
Desh Raj, Leibny Paola Garcia-Perera, Zili Huang, Shinji Watanabe +3 more
2020Spoken Language Technology Workshop87 citations Open access
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Semi-Supervised Training of Acoustic Models Using Lattice-Free MMI
Vimal Manohar, Hossein Hadian, D. Povey, S. Khudanpur
2018IEEE International Conference on Acoustics, Speech, and Signal Processing83 citations
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Investigation of transfer learning for ASR using LF-MMI trained neural networks
P. Ghahremani, Vimal Manohar, Hossein Hadian, D. Povey +1 more
2017Automatic Speech Recognition & Understanding75 citations
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Neural Network Language Modeling with Letter-Based Features and Importance Sampling
Hainan Xu, Ke Li, Yiming Wang, Jian Wang +4 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing72 citations
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Speaker Diarization with Region Proposal Network
Zili Huang, Shinji Watanabe, Yusuke Fujita, Leibny Paola García-Perera +3 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing62 citations
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A Teacher-Student Learning Approach for Unsupervised Domain Adaptation of Sequence-Trained ASR Models
Vimal Manohar, P. Ghahremani, D. Povey, S. Khudanpur
2018Spoken Language Technology Workshop60 citations
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End-to-end Deep Neural Network Age Estimation
P. Ghahremani, P. S. Nidadavolu, Nan-Xin Chen, J. Villalba +3 more
2018Interspeech60 citations
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GPU-accelerated Guided Source Separation for Meeting Transcription
Desh Raj, D. Povey, S. Khudanpur
2022Interspeech55 citations Open access
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Lhotse: a speech data representation library for the modern deep learning ecosystem
Piotr Żelasko, D. Povey, J. Trmal, S. Khudanpur
2021arXiv.org55 citations
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Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations
Sebastian Gehrmann, H. Strobelt, Alexander M. Rush, Fabio Kepler +496 more
201955 citations Open access
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Recurrent Neural Network Language Model Adaptation for Conversational Speech Recognition
Ke Li, Hainan Xu, Yiming Wang, D. Povey +1 more
2018Interspeech54 citations
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x-Vector DNN Refinement with Full-Length Recordings for Speaker Recognition
D. Garcia-Romero, D. Snyder, G. Sell, A. McCree +2 more
2019Interspeech53 citations
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JHU Kaldi system for Arabic MGB-3 ASR challenge using diarization, audio-transcript alignment and transfer learning
Vimal Manohar, D. Povey, S. Khudanpur
2017Automatic Speech Recognition & Understanding53 citations
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Far-Field ASR Without Parallel Data
Vijayaditya Peddinti, Vimal Manohar, Yiming Wang, D. Povey +1 more
2016Interspeech49 citations
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Advances in Automatic Speech Recognition for Child Speech Using Factored Time Delay Neural Network
Fei Wu, Leibny Paola García-Perera, D. Povey, S. Khudanpur
2019Interspeech45 citations
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Wake Word Detection with Streaming Transformers
Yiming Wang, Hang Lv, D. Povey, Lei Xie +1 more
2021IEEE International Conference on Acoustics, Speech, and Signal Processing43 citations
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Flat-Start Single-Stage Discriminatively Trained HMM-Based Models for ASR
Hossein Hadian, H. Sameti, D. Povey, S. Khudanpur
2018IEEE/ACM Transactions on Audio Speech and Language Processing42 citations
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Multistream CNN for Robust Acoustic Modeling
Kyu J. Han, Jing Pan, Venkata Krishna Naveen Tadala, T. Ma +1 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing40 citations
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The JHU Speaker Recognition System for the VOiCES 2019 Challenge
D. Snyder, J. Villalba, Nan-Xin Chen, D. Povey +3 more
2019Interspeech40 citations
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The Kaldi OpenKWS System: Improving Low Resource Keyword Search
J. Trmal, Matthew Wiesner, Vijayaditya Peddinti, Xiaohui Zhang +6 more
2017Interspeech40 citations
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PyChain: A Fully Parallelized PyTorch Implementation of LF-MMI for End-to-End ASR
Yiwen Shao, Yiming Wang, D. Povey, S. Khudanpur
2020Interspeech39 citations Open access
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An Empirical Study of Transformer-Based Neural Language Model Adaptation
Ke Li, Zhe Liu, Tian-Xing He, Hongzhao Huang +3 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing32 citations
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Backstitch: Counteracting Finite-Sample Bias via Negative Steps
Yiming Wang, Vijayaditya Peddinti, Hainan Xu, Xiaohui Zhang +2 more
2017Interspeech26 citations
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Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings
M. Yarmohammadi, Xu-Tai Ma, Sorami Hisamoto, M. Rahman +5 more
2019Machine Translation Summit24 citations
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