Xiaohui Zhang

44 papers A 5C 4Misc 11Journal 17Unranked 7
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Efficient Streaming LLM for Speech Recognition.
ICASSP
Junteng Jia, Gil Keren, Wei Zhou, Egor Lakomkin, Xiaohui Zhang, Chunyang Wu, Frank Seide, Jay Mahadeokar, Ozlem Kalinli
2025 C conf
Long-Form Fuzzy Speech-to-Text Alignment for 1000+ Languages.
ASRU
Ruizhe Huang, Xiaohui Zhang, Zhaoheng Ni, Moto Hira, Jeff Hwang, Vineel Pratap, Ju Lin, Ming Sun, Florian Metze
2024 J jnl
Efficient Streaming LLM for Speech Recognition.
CoRR
Junteng Jia, Gil Keren, Wei Zhou, Egor Lakomkin, Xiaohui Zhang, Chunyang Wu, Frank Seide, Jay Mahadeokar, Ozlem Kalinli
2024 Misc conf
Less Peaky and More Accurate CTC Forced Alignment by Label Priors.
ICASSP
Ruizhe Huang, Xiaohui Zhang, Zhaoheng Ni, Li Sun, Moto Hira, Jeff Hwang, Vimal Manohar, Vineel Pratap, Matthew Wiesner, Shinji Watanabe, Daniel Povey, Sanjeev Khudanpur
2024 J jnl
Less Peaky and More Accurate CTC Forced Alignment by Label Priors.
CoRR
Ruizhe Huang, Xiaohui Zhang, Zhaoheng Ni, Li Sun, Moto Hira, Jeff Hwang, Vimal Manohar, Vineel Pratap, Matthew Wiesner, Shinji Watanabe, Daniel Povey, Sanjeev Khudanpur
2024 J jnl
Scaling Speech Technology to 1, 000+ Languages.
J. Mach. Learn. Res.
Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli
2023 Misc conf
Anchored Speech Recognition with Neural Transducers.
ICASSP
Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli
2023 — conf
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit.
ACL (demo)
Brian Yan, Jiatong Shi, Yun Tang, Hirofumi Inaguma, Yifan Peng, Siddharth Dalmia, Peter Polak, Patrick Fernandes, Dan Berrebbi, Tomoki Hayashi, Xiaohui Zhang, Zhaoheng Ni, Moto Hira, Soumi Maiti, Juan Pino, Shinji Watanabe
2023 J jnl
Scaling Speech Technology to 1, 000+ Languages.
CoRR
Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli
2023 C conf
TorchAudio 2.1: Advancing Speech Recognition, Self-Supervised Learning, and Audio Processing Components for Pytorch.
ASRU
Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao
2023 J jnl
TorchAudio 2.1: Advancing speech recognition, self-supervised learning, and audio processing components for PyTorch.
CoRR
Jeff Hwang, Moto Hira, Caroline Chen, Xiaohui Zhang, Zhaoheng Ni, Guangzhi Sun, Pingchuan Ma, Ruizhe Huang, Vineel Pratap, Yuekai Zhang, Anurag Kumar, Chin-Yun Yu, Chuang Zhu, Chunxi Liu, Jacob Kahn, Mirco Ravanelli, Peng Sun, Shinji Watanabe, Yangyang Shi, Yumeng Tao, Robin Scheibler, Samuele Cornell, Sean Kim, Stavros Petridis
2023 Misc conf
Torchaudio-Squim: Reference-Less Speech Quality and Intelligibility Measures in Torchaudio.
ICASSP
Anurag Kumar, Ke Tan, Zhaoheng Ni, Pranay Manocha, Xiaohui Zhang, Ethan Henderson, Buye Xu
2022 J jnl
Anchored Speech Recognition with Neural Transducers.
CoRR
Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli
2022 Misc conf
Omni-Sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR Via Supernet.
ICASSP
Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
2022 Misc conf
Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution.
ICASSP
Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer
2022 Misc conf
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions.
ICASSP
Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf
2021 — conf
Benchmarking LF-MMI, CTC And RNN-T Criteria For Streaming ASR.
SLT
Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig
2021 J jnl
Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet.
CoRR
Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
2021 C conf
On Lattice-Free Boosted MMI Training of HMM and CTC-Based Full-Context ASR Models.
ASRU
Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer
2021 J jnl
On lattice-free boosted MMI training of HMM and CTC-based full-context ASR models.
CoRR
Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer
2021 J jnl
Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution.
CoRR
Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer
2021 J jnl
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions.
CoRR
Chunxi Liu, Michael Picheny, Leda Sari, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf
2020 J jnl
Benchmarking LF-MMI, CTC and RNN-T Criteria for Streaming ASR.
CoRR
Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig
2020 Misc conf
DEJA-VU: Double Feature Presentation and Iterated Loss in Deep Transformer Networks.
ICASSP
Andros Tjandra, Chunxi Liu, Frank Zhang, Xiaohui Zhang, Yongqiang Wang, Gabriel Synnaeve, Satoshi Nakamura, Geoffrey Zweig
2020 J jnl
Fast, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces.
CoRR
Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig
2020 A conf
Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces.
INTERSPEECH
Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig
2020 — conf
Multilingual Graphemic Hybrid ASR with Massive Data Augmentation.
SLTU-CCURL@LREC
Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig
2020 Misc conf
OOV Recovery with Efficient 2nd Pass Decoding and Open-vocabulary Word-level RNNLM Rescoring for Hybrid ASR.
ICASSP
Xiaohui Zhang, Daniel Povey, Sanjeev Khudanpur
2020 Misc conf
Transformer-Based Acoustic Modeling for Hybrid Speech Recognition.
ICASSP
Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer
2019 J jnl
Deja-vu: Double Feature Presentation in Deep Transformer Networks.
CoRR
Andros Tjandra, Chunxi Liu, Frank Zhang, Xiaohui Zhang, Yongqiang Wang, Gabriel Synnaeve, Satoshi Nakamura, Geoffrey Zweig
2019 C conf
From Senones to Chenones: Tied Context-Dependent Graphemes for Hybrid Speech Recognition.
ASRU
Duc Le, Xiaohui Zhang, Weiyi Zheng, Christian Fügen, Geoffrey Zweig, Michael L. Seltzer
2019 J jnl
From Senones to Chenones: Tied Context-Dependent Graphemes for Hybrid Speech Recognition.
CoRR
Duc Le, Xiaohui Zhang, Weiyi Zheng, Christian Fügen, Geoffrey Zweig, Michael L. Seltzer
2019 J jnl
Multilingual ASR with Massive Data Augmentation.
CoRR
Chunxi Liu, Qiaochu Zhang, Xiaohui Zhang, Kritika Singh, Yatharth Saraf, Geoffrey Zweig
2019 J jnl
Transformer-based Acoustic Modeling for Hybrid Speech Recognition.
CoRR
Yongqiang Wang, Abdelrahman Mohamed, Duc Le, Chunxi Liu, Alex Xiao, Jay Mahadeokar, Hongzhao Huang, Andros Tjandra, Xiaohui Zhang, Frank Zhang, Christian Fuegen, Geoffrey Zweig, Michael L. Seltzer
2017 A conf
Acoustic Data-Driven Lexicon Learning Based on a Greedy Pronunciation Selection Framework.
INTERSPEECH
Xiaohui Zhang, Vimal Manohar, Daniel Povey, Sanjeev Khudanpur
2017 J jnl
Acoustic data-driven lexicon learning based on a greedy pronunciation selection framework.
CoRR
Xiaohui Zhang, Vimal Manohar, Daniel Povey, Sanjeev Khudanpur
2017 A conf
Backstitch: Counteracting Finite-Sample Bias via Negative Steps.
INTERSPEECH
Yiming Wang, Vijayaditya Peddinti, Hainan Xu, Xiaohui Zhang, Daniel Povey, Sanjeev Khudanpur
2017 A conf
The Kaldi OpenKWS System: Improving Low Resource Keyword Search.
INTERSPEECH
Jan Trmal, Matthew Wiesner, Vijayaditya Peddinti, Xiaohui Zhang, Pegah Ghahremani, Yiming Wang, Vimal Manohar, Hainan Xu, Daniel Povey, Sanjeev Khudanpur
2015 A conf
A diversity-penalizing ensemble training method for deep learning.
INTERSPEECH
Xiaohui Zhang, Daniel Povey, Sanjeev Khudanpur
2015 — conf
Parallel training of Deep Neural Networks with Natural Gradient and Parameter Averaging.
ICLR (Workshop)
Daniel Povey, Xiaohui Zhang, Sanjeev Khudanpur
2014 — conf
A keyword search system using open source software.
SLT
Jan Trmal, Guoguo Chen, Daniel Povey, Sanjeev Khudanpur, Pegah Ghahremani, Xiaohui Zhang, Vimal Manohar, Chunxi Liu, Aren Jansen, Dietrich Klakow, David Yarowsky, Florian Metze
2014 Misc conf
Improving deep neural network acoustic models using generalized maxout networks.
ICASSP
Xiaohui Zhang, Jan Trmal, Daniel Povey, Sanjeev Khudanpur
2014 — conf
Improving speaker recognition performance in the domain adaptation challenge using deep neural networks.
SLT
Daniel Garcia-Romero, Xiaohui Zhang, Alan McCree, Daniel Povey
2011 — conf
Flaw classification in ultrasonic guided waves signal using Wavelet Transform and PNN classifier.
WCSP
Xiaohui Zhang, Guangmin Sun, Haomiao Liu, Qite Wang