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Gus Xia — most-cited papers & profile · Speech Audio
← authors
·
overview
Gus Xia
26
papers ·
162
citations ·
13
h-index
Mohamed bin Zayed University of Artificial Intelligence
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
POP909: A Pop-song Dataset for Music Arrangement Generation
2020 · 51 citations
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
2023 · 27 citations
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music
2020 · 21 citations
Learning Interpretable Representation for Controllable Polyphonic Music Generation
2020 · 20 citations
A Unified Model for Zero-shot Music Source Separation, Transcription and Synthesis
2021 · 9 citations
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
2025 · 5 citations
Learning long-term music representations via hierarchical contextual constraints
2022 · 5 citations
Melodic Phrase Segmentation By Deep Neural Networks
2018 · 4 citations
Inspecting and Interacting with Meaningful Music Representations using VAE
2019 · 4 citations
On the Effectiveness of Speech Self-supervised Learning for Music
2023 · 2 citations
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
2024 · 1 citations
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models
2024 · 1 citations
CartoonSing: Unifying Human and Nonhuman Timbres in Singing Generation
2025
Versatile Symbolic Music-for-Music Modeling via Function Alignment
2025
TOMI: Transforming and Organizing Music Ideas for Multi-Track Compositions with Full-Song Structure
2025
Top co-authors
Ziyu Wang
· 6
Yixiao Zhang
· 4
Liwei Lin
· 3
Ruibin Yuan
· 3
Chenghua Lin
· 2
Emmanouil Benetos
· 2
Ge Zhang
· 2
Jie Fu
· 2
Roger Dannenberg
· 2
Ruibo Liu
· 2
Ruihan Yang
· 2
Xingran Chen
· 2
Topics
Music Generation
Audio Generation
Audio Understanding
Multimodal Audio
cs.SD
cs.IR
cs.SC
Text-to-Speech