activity
20242026
most citedGTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks

9 citations · 15 across the 10 of their papers we have counts for

collaborators

11 papers

eess.AS2026

CSAVocoder: A Causal Spatial Audio Vocoder Towards Real-Time Spatial Audio Generation

Zhiyuan Zhu, Han Wang, Wenxiang Guo +4

Spatial audio vocoders are able to convert mel-spectrograms produced by generative models into spatial audio waveforms. Most neural vocoders are designed for monaural audio, and di…

eess.AS2026

Spatial-Omni: Spatial Audio Understanding Integration in Multimodal LLMs via FOA Encoding

Zhiyuan Zhu, Yixuan Chen, Yiwen Shao +13

Recent multimodal large language models mainly process audio as monaural signals, thereby discarding the spatial cues contained in spatial audio for sound localization, spatial rel…

eess.AS2026

Comprehensive Benchmarking of Long-Form Speech Generation in Diverse Scenarios

Changhao Pan, Rui Yang, Han Wang +12

Recent advances in speech generation have enabled high-fidelity synthesis, yet systematic evaluation of models under long-context conditions remains largely underexplored. A compre…

eess.AS2026

Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches

Changhao Pan, Dongyu Yao, Yu Zhang +4

Recent advances in singing voice synthesis (SVS) have attracted substantial attention from both academia and industry. With the advent of large language models and novel generative…

cs.SD2025

MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined Annotations

Wenxiang Guo, Changhao Pan, Zhiyuan Zhu +16

Humans rely on multisensory integration to perceive spatial environments, where auditory cues enable sound source localization in three-dimensional space. Despite the critical role…

eess.AS2025★ 1 cited

ASAudio: A Survey of Advanced Spatial Audio Research

Zhiyuan Zhu, Yu Zhang, Wenxiang Guo +2

With the rapid development of spatial audio technologies today, applications in AR, VR, and other scenarios have garnered extensive attention. Unlike traditional mono sound, spatia…

cs.SD2025

STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation

Wenxiang Guo, Yu Zhang, Changhao Pan +6

Recent breakthroughs in singing voice synthesis (SVS) have heightened the demand for high-quality annotated datasets, yet manual annotation remains prohibitively labor-intensive an…

eess.AS2025★ 2 cited

TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis

Yu Zhang, Wenxiang Guo, Changhao Pan +6

Customizable multilingual zero-shot singing voice synthesis (SVS) has various potential applications in music composition and short video dubbing. However, existing SVS models over…

eess.AS2025★ 1 cited

ISDrama: Immersive Spatial Drama Generation through Multimodal Prompting

Yu Zhang, Wenxiang Guo, Changhao Pan +3

Multimodal immersive spatial drama generation focuses on creating continuous multi-speaker binaural speech with dramatic prosody based on multimodal prompts, with potential applica…

eess.AS2025★ 2 cited

Versatile Framework for Song Generation with Prompt-based Control

Yu Zhang, Wenxiang Guo, Changhao Pan +8

Song generation focuses on producing controllable high-quality songs based on various prompts. However, existing methods struggle to generate vocals and accompaniments with prompt-…

eess.AS2024★ 9 cited

GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks

Yu Zhang, Changhao Pan, Wenxiang Guo +15

The scarcity of high-quality and multi-task singing datasets significantly hinders the development of diverse controllable and personalized singing tasks, as existing singing datas…