Dung N. Tran

According to our database, Dung N. Tran authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

uaMix-MAE: Efficient Tuning of Pretrained Audio Transformers with Unsupervised Audio Mixtures.

Afrina Tabassum, Dung N. Tran, Trung Dang, Ismini Lourentzou, Kazuhito Koishida

CoRR, 2024

Learned Image Compression with Text Quality Enhancement.

Chih-Yu Lai, Dung N. Tran, Kazuhito Koishida

CoRR, 2024

2023

Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation.

Yatong Bai, Trung Dang, Dung N. Tran, Kazuhito Koishida, Somayeh Sojoudi

CoRR, 2023

Improving Low-Latency Mono-Channel Speech Enhancement by Compensation Windows in STFT Analysis.

Minh N. Bui, Dung N. Tran, Kazuhito Koishida, Trac D. Tran, Peter Chin

Proceedings of the Complex Networks & Their Applications XII, 2023

2022

Training Robust Zero-Shot Voice Conversion Models with Self-Supervised Features.

Trung Dang, Dung N. Tran, Peter Chin, Kazuhito Koishida

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations.

Melikasadat Emami, Dung N. Tran, Kazuhito Koishida

CoRR, 2021

Single-Channel Speech Enhancement Using Learnable Loss Mixup.

Oscar Chang, Dung N. Tran, Kazuhito Koishida

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness.

Hieu Le, Hans Walker, Dung N. Tran, Peter Chin

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

2020

Single-Channel Speech Enhancement by Subspace Affinity Minimization.

Dung N. Tran, Kazuhito Koishida

Proceedings of the Interspeech 2020, 2020

Robust Pitch Regression with Voiced/Unvoiced Classification in Nonstationary Noise Environments.

Dung N. Tran, Uros Batricevic, Kazuhito Koishida

Proceedings of the Interspeech 2020, 2020

2018

Generative Adversarial Networks for Recovering Missing Spectral Information.

Dung N. Tran, Trac D. Tran, Lam H. Nguyen

CoRR, 2018

A Greedy Pursuit Algorithm for Separating Signals from Nonlinear Compressive Observations.

Sang (Peter) Chin, Trac D. Tran, Dung N. Tran, Akshay Rangamani

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

A provable nonconvex model for factoring nonnegative matrices.

Dung N. Tran, Sang Peter Chin, Trac D. Tran

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Sparse Unsupervised Clustering with Mixture Observations for Video Summarization.

Xiang Xiang, Dung N. Tran, Trac D. Tran

Proceedings of the 2017 IEEE Applied Imagery Pattern Recognition Workshop, 2017

2016

Sparse signal recovery based on nonconvex entropy minimization.

Shuai Huang, Dung N. Tran, Trac D. Tran

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Low-rank matrices recovery via entropy function.

Dung N. Tran, Shuai Huang, Sang Peter Chin, Trac D. Tran

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Compressive coding via random replicate mirror.

Dung N. Tran, Luoluo Liu, Trac D. Tran, Sang (Peter) Chin, Jeffrey Korn, Eric T. Hoke

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

An unsupervised dictionary learning algorithm for neural recordings.

Tao Xiong, Jie Zhang, Yuanming Suo, Dung N. Tran, Ralph Etienne-Cummings, Sang Chin, Trac D. Tran

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Local sensing with global recovery.

Dung N. Tran, Duyet N. Tran, Sang Peter Chin, Trac D. Tran

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Nonnegative matrix factorization with gradient vertex pursuit.

Dung N. Tran, Tao Xiong, Sang Peter Chin, Trac D. Tran

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

High-speed compressed sensing measurement using spectrally-encoded ultrafast laser pulses.

Bryan T. Bosworth, Jasper R. Stroud, Dung N. Tran, Trac D. Tran, Sang Chin, Mark A. Foster

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015