Hyeong-Seok Choi

About Hyeong-Seok Choi

Hyeong-Seok Choi, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Self-supervised representation learning for speech, Generative models for audio, Source separation, Disentangled representation.

His recent articles reflect a diverse array of research interests and contributions to the field:

22.8 A0.81 mm2 740μW Real-Time Speech Enhancement Processor Using Multiplier-Less PE Arrays for Hearing Aids in 28nm CMOS

Yet another generative model for room impulse response estimation

AECSQI: Referenceless Acoustic Echo Cancellation Measures Using Speech Quality and Intelligibility Improvement

Towards trustworthy phoneme boundary detection with autoregressive model and improved evaluation metric

NANSY++: Unified voice synthesis with neural analysis and synthesis

Differentiable artificial reverberation

Expressive singing synthesis using local style token and dual-path pitch encoder

Room adaptive conditioning method for sound event classification in reverberant environments

Hyeong-Seok Choi Information

University

Position

___

Citations(all)

742

Citations(since 2020)

742

Cited By

133

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Hyeong-Seok Choi Skills & Research Interests

Self-supervised representation learning for speech

Generative models for audio

Source separation

Disentangled representation

Top articles of Hyeong-Seok Choi

Title

Journal

Author(s)

Publication Date

22.8 A0.81 mm2 740μW Real-Time Speech Enhancement Processor Using Multiplier-Less PE Arrays for Hearing Aids in 28nm CMOS

Sungjin Park

Sunwoo Lee

Jeongwoo Park

Hyeong-Seok Choi

Dongsuk Jeon

2023/2/19

Yet another generative model for room impulse response estimation

Sungho Lee

Hyeong-Seok Choi

Kyogu Lee

2023/10/22

AECSQI: Referenceless Acoustic Echo Cancellation Measures Using Speech Quality and Intelligibility Improvement

Jin Woo Lee

Hyeong-Seok Choi

Kyogu Lee

2023/10/22

Towards trustworthy phoneme boundary detection with autoregressive model and improved evaluation metric

Hyeongju Kim

Hyeong-Seok Choi

2023/6/4

NANSY++: Unified voice synthesis with neural analysis and synthesis

arXiv preprint arXiv:2211.09407

Hyeong-Seok Choi

Jinhyeok Yang

Juheon Lee

Hyeongju Kim

2022/11/17

Differentiable artificial reverberation

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Sungho Lee

Hyeong-Seok Choi

Kyogu Lee

2022/7/22

Expressive singing synthesis using local style token and dual-path pitch encoder

arXiv preprint arXiv:2204.03249

Juheon Lee

Hyeong-Seok Choi

Kyogu Lee

2022/4/7

Room adaptive conditioning method for sound event classification in reverberant environments

Jaejun Lee

Donmoon Lee

Hyeong-Seok Choi

Kyogu Lee

2021/6/6

Real-time denoising and dereverberation wtih tiny recurrent u-net

Hyeong-Seok Choi

Sungjin Park

Jie Hwan Lee

Hoon Heo

Dongsuk Jeon

...

2021/6/6

Neural analysis and synthesis: Reconstructing speech from self-supervised representations

Advances in Neural Information Processing Systems

Hyeong-Seok Choi

Juheon Lee

Wansoo Kim

Jie Lee

Hoon Heo

...

2021/12/6

Exploring Aligned Lyrics-Informed Singing Voice Separation

In Proceedings of the 21st ISMIR Conference, Montreal, Canada, October 11-16, 2020

Chang-Bin Jeon

Hyeong-Seok Choi

Kyogu Lee

2020/8/11

Spec2Spec: Towards the general framework of music processing using generative adversarial networks

Acoustical Science and Technology

Hyeong-Seok Choi

Juheon Lee

Kyogu Lee

2020/1/1

Phase-aware single-stage speech denoising and dereverberation with u-net

arXiv preprint arXiv:2006.00687

Hyeong-Seok Choi

Hoon Heo

Jie Hwan Lee

Kyogu Lee

2020/6/1

Disentangling timbre and singing style with multi-singer singing synthesis system

Juheon Lee

Hyeong-Seok Choi

Junghyun Koo

Kyogu Lee

2020/5/4

From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech

Hyeong-Seok Choi

Changdae Park

Kyogu Lee

2020/4/26

See List of Professors in Hyeong-Seok Choi University(Seoul National University)

Co-Authors

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