Dung N. Tran

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 22

Top Topics

Preprocessing Steps

Nonnegative Matrix

Pursuit Algorithm

Speech Enhancement

Top Venues

Publications

Chih-Yu Lai, Dung N. Tran, Kazuhito Koishida
Learned Image Compression with Text Quality Enhancement. CoRR (2024)
Trung Dang, David Aponte, Dung N. Tran, Kazuhito Koishida
LiveSpeech: Low-Latency Zero-shot Text-to-Speech via Autoregressive Modeling of Audio Discrete Codes. CoRR (2024)
Afrina Tabassum, Dung N. Tran, Trung Dang, Ismini Lourentzou, Kazuhito Koishida
uaMix-MAE: Efficient Tuning of Pretrained Audio Transformers with Unsupervised Audio Mixtures. ICASSP (2024)
Afrina Tabassum, Dung N. Tran, Trung Dang, Ismini Lourentzou, Kazuhito Koishida
uaMix-MAE: Efficient Tuning of Pretrained Audio Transformers with Unsupervised Audio Mixtures. CoRR (2024)
Yatong Bai, Trung Dang, Dung N. Tran, Kazuhito Koishida, Somayeh Sojoudi
Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation. CoRR (2023)
Minh N. Bui, Dung N. Tran, Kazuhito Koishida, Trac D. Tran, Peter Chin
Improving Low-Latency Mono-Channel Speech Enhancement by Compensation Windows in STFT Analysis. COMPLEX NETWORKS (1) (2023)
Oscar Chang, Dung N. Tran, Kazuhito Koishida
Single-channel speech enhancement using learnable loss mixup. CoRR (2023)
Trung Dang, Dung N. Tran, Peter Chin, Kazuhito Koishida
Training Robust Zero-Shot Voice Conversion Models with Self-Supervised Features. ICASSP (2022)
Hieu Le, Hans Walker, Dung N. Tran, Peter Chin
Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness. CoRR (2022)
Melikasadat Emami, Dung N. Tran, Kazuhito Koishida
Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations. CoRR (2021)
Trung Dang, Dung N. Tran, Peter Chin, Kazuhito Koishida
Training Robust Zero-Shot Voice Conversion Models with Self-supervised Features. CoRR (2021)
Oscar Chang, Dung N. Tran, Kazuhito Koishida
Single-Channel Speech Enhancement Using Learnable Loss Mixup. Interspeech (2021)
Hieu Le, Hans Walker, Dung N. Tran, Peter Chin
Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness. CSCI (2021)
Dung N. Tran, Kazuhito Koishida
Single-Channel Speech Enhancement by Subspace Affinity Minimization. INTERSPEECH (2020)
Dung N. Tran, Uros Batricevic, Kazuhito Koishida
Robust Pitch Regression with Voiced/Unvoiced Classification in Nonstationary Noise Environments. INTERSPEECH (2020)
Dung N. Tran, Trac D. Tran, Lam H. Nguyen
Generative Adversarial Networks for Recovering Missing Spectral Information. CoRR (2018)
Sang Peter Chin, Trac D. Tran, Dung N. Tran, Akshay Rangamani
A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations. ICASSP (2018)
Xiang Xiang, Dung N. Tran, Trac D. Tran
Sparse Unsupervised Clustering with Mixture Observations for Video Summarization. AIPR (2017)
Dung N. Tran, Sang Peter Chin, Trac D. Tran
A provable nonconvex model for factoring nonnegative matrices. ICASSP (2017)
Shuai Huang, Dung N. Tran, Trac D. Tran
Sparse signal recovery based on nonconvex entropy minimization. ICIP (2016)
Dung N. Tran, Shuai Huang, Sang Peter Chin, Trac D. Tran
Low-rank matrices recovery via entropy function. ICASSP (2016)
Dung N. Tran, Luoluo Liu, Trac D. Tran, Sang Peter Chin, Jeffrey Korn, Eric T. Hoke
Compressive coding via random replicate mirror. GlobalSIP (2016)
Dung N. Tran, Tao Xiong, Sang Peter Chin, Trac D. Tran
Nonnegative matrix factorization with gradient vertex pursuit. ICASSP (2015)
Tao Xiong, Jie Zhang, Yuanming Suo, Dung N. Tran, Ralph Etienne-Cummings, Sang Peter Chin, Trac D. Tran
An unsupervised dictionary learning algorithm for neural recordings. ISCAS (2015)
Bryan T. Bosworth, Jasper R. Stroud, Dung N. Tran, Trac D. Tran, Sang Peter Chin, Mark A. Foster
High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses. CISS (2015)
Dung N. Tran, Duyet N. Tran, Sang Peter Chin, Trac D. Tran
Local sensing with global recovery. ICIP (2015)