Hieu Duy Nguyen

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 28

Top Topics

Estimation Error

Discriminative Training

Speech Recognition

Top Venues

Publications

Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris
Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy. ICASSP (2024)
Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
Accelerator-Aware Training for Transducer-Based Speech Recognition. CoRR (2023)
Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. CoRR (2022)
Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
Sub-8-Bit Quantization for On-Device Speech Recognition: A Regularization-Free Approach. SLT (2022)
Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. INTERSPEECH (2022)
Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow
Accelerator-Aware Training for Transducer-Based Speech Recognition. SLT (2022)
Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
Sub-8-bit quantization for on-device speech recognition: a regularization-free approach. CoRR (2022)
Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow
Sparsification via Compressed Sensing for Automatic Speech Recognition. ICASSP (2021)
Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow
Sparsification via Compressed Sensing for Automatic Speech Recognition. CoRR (2021)
Mingzhi Yu, Hieu Duy Nguyen, Alex Sokolov, Jack Lepird, Kanthashree Mysore Sathyendra, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann
Multilingual Grapheme-To-Phoneme Conversion with Byte Representation. ICASSP (2020)
Hieu Duy Nguyen, Nguyen Cat Ho, Nhu-Lan Vu
An efficient fuzzy time series forecasting model based on quantifying semantics of words. RIVF (2020)
Hieu Duy Nguyen, Anastasios Alexandridis, Athanasios Mouchtaris
Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition. INTERSPEECH (2020)
Jingon Joung, Hieu Duy Nguyen, Sumei Sun
Distributed Precoder Design With Direct-Link Channel Information for Distributed Antenna Systems. IEEE Trans. Veh. Technol. 67 (4) (2018)
Thang X. Vu, Hieu Duy Nguyen, Tony Q. S. Quek, Sumei Sun
Adaptive Cloud Radio Access Networks: Compression and Optimization. IEEE Trans. Signal Process. 65 (1) (2017)
Sumei Sun, Yongdong Wu, Boon Shyang Lim, Hieu Duy Nguyen
A High Bit-Rate Shared Key Generator with Time-Frequency Features of Wireless Channels. GLOBECOM (2017)
Hieu Duy Nguyen, Sumei Sun
Closed-Form Performance Bounds for Stochastic Geometry-Based Cellular Networks. IEEE Trans. Wirel. Commun. 16 (2) (2017)
Thang X. Vu, Hieu Duy Nguyen, Tony Q. S. Quek, Sumei Sun
Fronthaul compression and optimization for cloud radio access networks. ICC (2016)
Hieu Duy Nguyen, Sumei Sun
Massive MIMO versus small-cell systems: Spectral and energy efficiency comparison. ICC (2016)
Hieu Duy Nguyen, Sumei Sun
Massive MIMO versus Small-Cell Systems: Spectral and Energy Efficiency Comparison. CoRR (2015)
Hieu Duy Nguyen, Rui Zhang, Sumei Sun
Improper Signaling for Symbol Error Rate Minimization in K-User Interference Channel. IEEE Trans. Commun. 63 (3) (2015)
Thang X. Vu, Hieu Duy Nguyen, Tony Q. S. Quek
Adaptive Compression and Joint Detection for Fronthaul Uplinks in Cloud Radio Access Networks. IEEE Trans. Commun. 63 (11) (2015)
Boon Sim Thian, Hieu Duy Nguyen, Sumei Sun
Statistical Precoding for MIMO Systems With Channel Estimation Errors. IEEE Wirel. Commun. Lett. 4 (1) (2015)
Hieu Duy Nguyen, Boon Sim Thian, Sumei Sun
Error probability minimization for MIMO systems with imperfect channel state information. ICC (2015)
Jingon Joung, Hieu Duy Nguyen, Sumei Sun
Pecuniary Efficiency of Distributed Antenna Systems. IEEE Commun. Lett. 19 (5) (2015)
Hieu Duy Nguyen, Sumei Sun
Stochastic Geometry-Based Performance Bounds for Non-Fading and Rayleigh Fading Ad Hoc Networks. CoRR (2015)
Thang X. Vu, Tony Q. S. Quek, Hieu Duy Nguyen
Joint Decoding and Adaptive Compression with QoS Constraint for Uplinks in Cloud Radio Access Networks. GLOBECOM (2015)
Jingon Joung, Hieu Duy Nguyen, Peng Hui Tan, Sumei Sun
Multicast Linear Precoding for MIMO-OFDM Systems. IEEE Commun. Lett. 19 (6) (2015)
Hieu Duy Nguyen, Jingon Joung, Sumei Sun
Precoder design for distributed antenna systems (DAS) with limited channel state information. ICC (2015)
Boon Sim Thian, Hieu Duy Nguyen, Sumei Sun
Linear precoder for codeword error minimization in MIMO systems with channel estimation errors. GLOBECOM (2014)
Hieu Duy Nguyen, Rui Zhang, Sumei Sun
On design of improper signaling for ser minimization in K-user interference channel. GLOBECOM (2014)
Hieu Duy Nguyen, Rui Zhang, Sumei Sun
Improper Signaling for Symbol Error Rate Minimization in K-User Interference Channel. CoRR (2014)
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
Effect of Receive Spatial Diversity on the Degrees of Freedom Region in Multi-Cell Random Beamforming CoRR (2013)
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
Multi-Cell Random Beamforming: Achievable Rate and Degrees of Freedom Region. IEEE Trans. Signal Process. 61 (14) (2013)
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
Effect of receive spatial diversity on the degrees of freedom region in multi-cell random beamforming. WCNC (2013)
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
Degrees of freedom region in multi-cell random beamforming. ICASSP (2012)
Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui
Multi-Cell Random Beamforming: Achievable Rate and Degrees of Freedom Region CoRR (2012)
Hieu Duy Nguyen, Xuan Wang, Hon Tat Hui
Keyhole and multi-keyhole MIMO channels: Modeling and simulation. ICICS (2011)