I currently study in KAIST EE as a PhD student. (Academic CV)
From March 2023, I work at Multimodal AI Lab under the supervision of Prof. Joon Son Chung.
I am now working on speech/audio synthesis, and interest in multimodal generative models. If you are seeking any form of academic cooperation, please feel free to email me at tandat.kaist@kaist.ac.kr.
In 2022, I graduated from Department of Computer Science and Engineering, Ho Chi Minh University of Technology - Vietnam National University with a bachelor’s degree of Computer Science advised by Dr. Duc Dung Nguyen at ML4U-AITech Lab.
🔥 News
- 2024.12: 🎉🎉 Three papers are accepted by ICASSP 2025
- 2023.11: 🎉🎉 One paper is accepted by ICASSP 2024
📝 Publications
🎙 Speech Synthesis
Note: C=CONFERENCE, J=JOURNAL, P=PATENT, S=IN SUBMISSION, A=PREPRINT, *=EQUAL CONTRIBUTION
[S.3] SPADE: Structured Pruning and Adaptive Distillation for Efficient LLM-TTS
Tan Dat Nguyen, Jaehun Kim, Ji-Hoon Kim, Shukjae Choi, Youshin Lim, Joon Son Chung.
[S.2] MAGE: A Coarse-to-Fine Speech Enhancer with Masked Generative Model
The Hieu Pham *, Tan Dat Nguyen *, Phuong Thanh Tran, Joon Son Chung, Duc Dung Nguyen.
The Hieu Pham, Nguyen Tan Dat, Phuong Thanh Tran, Duc Dung Nguyen.
Title and cover image hidden while under anonymous review.
[C.7] Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding
Tan Dat Nguyen , Ji-Hoon Kim, Jeongsoo Choi, Shukjae Choi, Jinseok Park, Younglo Lee, Joon Son Chung+
[C.6] AdaptVC: High Quality Voice Conversion with Adaptive Learning
Jaehun Kim, Ji-Hoon Kim, Yeunju Choi, Tan Dat Nguyen, Seongkyu Mun, Joon Son Chung.
[C.5] VoiceDiT: Dual-Condition Diffusion Transformer for Environment-Aware Speech Synthesis
Jaemin Jung, Junseok Ahn, Chaeyoung Jung, Tan Dat Nguyen, Youngjoon Jang, Joon Son Chung.
[C.4] FreGrad: Lightweight and fast frequency-aware diffusion vocoder
Tan Dat Nguyen* , Ji-Hoon Kim*, Youngjoon Jang, Jaehun Kim, Joon Son Chung+ ( Oral Presentation )
[A.1] Wanna Hear Your Voice: Adaptive, Effective, and Language-Agnostic Approach in Voice Extraction
The Hieu Pham, Nguyen Tan Dat, Phuong Thanh Tran, Duc Dung Nguyen.
[C.2] Calib-StyleSpeech: A Zero-shot Approach In Voice Cloning Of High Adaptive Text To Speech System With Imbalanced Dataset ( Oral Presentation )
Nguyen Tan Dat, Lam Quang Tuong, Nguyen Duc Dung
[C.3] A Linguistic-based Transfer Learning Approach for Low-resource Bahnar Text-to-Speech ( Oral Presentation )
Tan Dat Nguyen, Quang Tuong Lam, Duc Hao Do, Huu Thuc Cai, Hoang Suong Nguyen, Thanh Hung Vo, Duc Dung Nguyen.
[C.1] Instance-Based Transfer Learning Approach for Vietnamese Speech Synthesis with Very Low Resource
Tuong Q. Lam, Dung D. Nguyen, Dat T. Nguyen, Han K. Lam, Thuc H. Cai, Suong N. Hoang, Hao D. Do.
[National conference (Vietnam)] CNN-based Vietnamese Speech Synthesis with Limited Dataset
Lam Quang Tuong, Nguyen Tan Dat, Lam Kha Han, Do Duc Hao.
[National conference (Vietnam)] Instanced-based Transfer Learning for Vietnamese Speech Synthesis
Lam Quang Tuong, Nguyen Tan Dat, Do Duc Hao.
💼 Work Experience
- OLLI Technology Corp., Vietnam — October 2021 – February 2023
🎖 Honors and Awards
- 2023.03 KAIST Scholarship (Full tuition and fees)
- 2022.10 Certificate of Merit for students with high achievements in academic competitions and scientific research
- 2022.12 First prize in the poster competition of the technical festival 2021-2022
- 2018.08 Vallet scholarships
- 2018.01 Third prize, Vietnam Mathematical Olympiad (VMO 2018)
- 2017.04 Silver medal, Mathematical oplimpiad 30/04
- 2016.04 Bronze medal, Mathematical oplimpiad 30/04
- 2016.01 Third prize, Hanoi open mathematical oplimpiad
📖 Educations
- 2025-03 - Present, PhD, Korea Advanced Institute of Science and Technology.
- 2023.03 - 2025-03, Master, Korea Advanced Institute of Science and Technology. Daejeon, KAIST. (Current GPA: 3.75)
- 2018.10 - 2022.10, Undergraduate, Ho Chi Minh University of Technology - Vietnam National University. Ho Chi Minh city, Vietnam. (Thesis grade: 9.8/10)
- 2015.08 - 2018.08, Nguyen Chi Thanh high school for gifted. Dak Nong, Vietnam
💻 Internships
- 2021.06 - 2021.09, OLLI Technology Corp., Vietnam.
🌍 Visitors
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