Yun-Ning (Amy) Hung

Yun-Ning (Amy) Hung

Georgia Institute of Technology

H-index: 10

North America-United States

About Yun-Ning (Amy) Hung

Yun-Ning (Amy) Hung, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of machine learning, music information retrieval, audio signal processing, music signal processing.

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

A foundation model for music informatics

Music source separation with band-split rope transformer

Scaling Up Music Information Retrieval Training with Semi-Supervised Learning

Low-resource music genre classification with cross-modal neural model reprogramming

Multitrack music transcription with a time-frequency perceiver

Feature-informed Embedding Space Regularization For Audio Classification

Jointist: Joint learning for multi-instrument transcription and its applications

Modeling beats and downbeats with a time-frequency transformer

Yun-Ning (Amy) Hung Information

University

Position

___

Citations(all)

287

Citations(since 2020)

281

Cited By

70

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Yun-Ning (Amy) Hung Skills & Research Interests

machine learning

music information retrieval

audio signal processing

music signal processing

Top articles of Yun-Ning (Amy) Hung

Title

Journal

Author(s)

Publication Date

A foundation model for music informatics

Minz Won

Yun-Ning Hung

Duc Le

2024/4/14

Music source separation with band-split rope transformer

Wei-Tsung Lu

Ju-Chiang Wang

Qiuqiang Kong

Yun-Ning Hung

2024/4/14

Scaling Up Music Information Retrieval Training with Semi-Supervised Learning

arXiv preprint arXiv:2310.01353

Yun-Ning Hung

Ju-Chiang Wang

Minz Won

Duc Le

2023/10/2

Low-resource music genre classification with cross-modal neural model reprogramming

Yun-Ning Hung

Chao-Han Huck Yang

Pin-Yu Chen

Alexander Lerch

2023/6/4

Multitrack music transcription with a time-frequency perceiver

Wei-Tsung Lu

Ju-Chiang Wang

Yun-Ning Hung

2023/6/4

Feature-informed Embedding Space Regularization For Audio Classification

Yun-Ning Hung

Alexander Lerch

2022/8

Jointist: Joint learning for multi-instrument transcription and its applications

arXiv preprint arXiv:2206.10805

Kin Wai Cheuk

Keunwoo Choi

Qiuqiang Kong

Bochen Li

Minz Won

...

2022/6/22

Modeling beats and downbeats with a time-frequency transformer

Yun-Ning Hung

Ju-Chiang Wang

Xuchen Song

Wei-Tsung Lu

Minz Won

2022/5/23

To catch a chorus, verse, intro, or anything else: Analyzing a song with structural functions

Ju-Chiang Wang

Yun-Ning Hung

Jordan BL Smith

2022/5/23

MuSFA: Improving Music Structural Function Analysis with Partially Labeled Data

arXiv preprint arXiv:2211.15787

Ju-Chiang Wang

Jordan BL Smith

Yun-Ning Hung

2022/11/28

Feature-informed Latent Space Regularization for Music Source Separation

Yun-Ning Hung

Alexander Lerch

2022/3/17

A large TV dataset for speech and music activity detection

EURASIP Journal on Audio, Speech, and Music Processing

Yun-Ning Hung

Chih-Wei Wu

Iroro Orife

Aaron Hipple

William Wolcott

...

2022/9/3

AVASpeech-SMAD: A Strongly Labelled Speech and Music Activity Detection Dataset with Label Co-Occurrence

Yun-Ning Hung

Karn N Watcharasupat

Chih-Wei Wu

Iroro Orife

Kelian Li

...

2021/11/2

Transcription is all you need: Learning to separate musical mixtures with score as supervision

Yun-Ning Hung

Gordon Wichern

Jonathan Le Roux

2021/6/6

Multitask learning for instrument activation aware music source separation

Yun-Ning Hung

Alexander Lerch

2020/8/3

Score-informed networks for music performance assessment

arXiv preprint arXiv:2008.00203

Jiawen Huang

Yun-Ning Hung

Ashis Pati

Siddharth Kumar Gururani

Alexander Lerch

2020/8/1

See List of Professors in Yun-Ning (Amy) Hung University(Georgia Institute of Technology)

Co-Authors

H-index: 30
Qiuqiang Kong

Qiuqiang Kong

University of Surrey

H-index: 24
Alexander Lerch

Alexander Lerch

Georgia Institute of Technology

H-index: 20
Chao-Han Huck Yang

Chao-Han Huck Yang

Georgia Institute of Technology

H-index: 12
Minz Won

Minz Won

Universidad Pompeu Fabra

H-index: 11
Ashis Pati

Ashis Pati

Georgia Institute of Technology

H-index: 8
Karn N. Watcharasupat

Karn N. Watcharasupat

Nanyang Technological University

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